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ORCIDLena Maier-Hein
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- affiliation: German Cancer Research Center (DKFZ), Heidelberg, Germany
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Books and Theses
- 2009
[b1]Lena Maier-Hein:
Motion compensation and computer guidance for percutenaneous abdominal interventions. Karlsruhe Institute of Technology, 2009
Journal Articles
- 2023
- [j66]Thuy Nuong Tran
, Tim J. Adler, Amine Yamlahi, Evangelia Christodoulou, Patrick Godau, Annika Reinke, Minu Dietlinde Tizabi, Peter Sauer, Tillmann Persicke, Jörg Gerhard Albert, Lena Maier-Hein:
Sources of performance variability in deep learning-based polyp detection. Int. J. Comput. Assist. Radiol. Surg. 18(7): 1311-1322 (2023) - [j65]Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Tim J. Adler, Thuy Nuong Tran, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein:
Beyond rankings: Learning (more) from algorithm validation. Medical Image Anal. 86: 102765 (2023) - [j64]Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt:
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. Medical Image Anal. 86: 102770 (2023) - [j63]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. Medical Image Anal. 89: 102888 (2023) - [j62]Tim Rädsch, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Nicholas Schreck, A. Emre Kavur, Bünyamin Pekdemir, Tobias Roß, Annette Kopp-Schneider, Lena Maier-Hein:
Labelling instructions matter in biomedical image analysis. Nat. Mac. Intell. 5(3): 273-283 (2023) - [j61]Tom Rix, Kris K. Dreher, Jan-Hinrich Nölke, Melanie Schellenberg, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein:
Efficient Photoacoustic Image Synthesis with Deep Learning. Sensors 23(16): 7085 (2023) - 2022
- [j60]Lucas-Raphael Müller, Jens Petersen, Amine Yamlahi, Philipp Wise, Tim J. Adler, Alexander Seitel, Karl-Friedrich Kowalewski, Beat Müller, Hannes Kenngott, Felix Nickel, Lena Maier-Hein:
Robust hand tracking for surgical telestration. Int. J. Comput. Assist. Radiol. Surg. 17(8): 1477-1486 (2022) - [j59]Lucas-Raphael Müller, Jens Petersen, Amine Yamlahi, Philipp Wise, Tim J. Adler, Alexander Seitel, Karl-Friedrich Kowalewski, Beat Müller, Hannes Kenngott, Felix Nickel, Lena Maier-Hein:
Correction to: Robust hand tracking for surgical telestration. Int. J. Comput. Assist. Radiol. Surg. 17(8): 1487 (2022) - [j58]Benjamin J. Mittmann, Michael Braun, Frank Runck, Bernd Schmitz, Thuy Nuong Tran, Amine Yamlahi, Lena Maier-Hein, Alfred M. Franz:
Deep learning-based classification of DSA image sequences of patients with acute ischemic stroke. Int. J. Comput. Assist. Radiol. Surg. 17(9): 1633-1641 (2022) - [j57]Benjamin J. Mittmann, Alexander Seitel, Gernot Echner, Wiebke Johnen, Regula Gnirs, Lena Maier-Hein, Alfred M. Franz:
Reattachable fiducial skin marker for automatic multimodality registration. Int. J. Comput. Assist. Radiol. Surg. 17(11): 2141-2150 (2022) - [j56]P. J. Eddie Edwards, Dimitris Psychogyios, Stefanie Speidel, Lena Maier-Hein, Danail Stoyanov:
SERV-CT: A disparity dataset from cone-beam CT for validation of endoscopic 3D reconstruction. Medical Image Anal. 76: 102302 (2022) - [j55]Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel:
Surgical data science - from concepts toward clinical translation. Medical Image Anal. 76: 102306 (2022) - [j54]Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier-Fischer, Samuel Knödler, Leonardo Ayala, Tim J. Adler, Hannes Götz Kenngott, Minu Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein:
Robust deep learning-based semantic organ segmentation in hyperspectral images. Medical Image Anal. 80: 102488 (2022) - [j53]Lisa Kausch, Sarina Thomas, Holger Kunze, Tobias Norajitra, André Klein, Leonardo Ayala, Jan Siad El Barbari, Eric Mandelka, Maxim Privalov, Sven Yves Vetter, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
C-arm positioning for standard projections during spinal implant placement. Medical Image Anal. 81: 102557 (2022) - [j52]Esther E. Bron, Stefan Klein, Annika Reinke, Janne M. Papma, Lena Maier-Hein, Daniel C. Alexander, Neil P. Oxtoby:
Ten years of image analysis and machine learning competitions in dementia. NeuroImage 253: 119083 (2022) - [j51]Kyle Lam, Michael D. Abràmoff, José M. Balibrea, Steven M. Bishop, Richard R. Brady, Rachael Callcut, Manish Chand, Justin Collins, Markus K. Diener, Matthias Eisenmann, Kelly Fermont, Manoel Galvao Neto, Gregory D. Hager, Robert J. Hinchliffe, Alan Horgan, Pierre Jannin, Alexander Langerman, Kartik Logishetty, Amit Mahadik, Lena Maier-Hein, Esteban Martín Antona, Pietro Mascagni, Ryan K. Mathew, Beat P. Müller-Stich, Thomas Neumuth, Felix Nickel, Adrian Park, Gianluca Pellino, Frank Rudzicz, Sam Shah, Mark Slack, Myles J. Smith, Naeem Soomro, Stefanie Speidel, Danail Stoyanov, Henry S. Tilney, Martin Wagner, Ara Darzi, James Kinross, Sanjay Purkayastha:
A Delphi consensus statement for digital surgery. npj Digit. Medicine 5 (2022) - [j50]David Zimmerer, Peter M. Full, Fabian Isensee, Paul Jäger, Tim Adler, Jens Petersen, Gregor Köhler, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein:
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. IEEE Trans. Medical Imaging 41(10): 2728-2738 (2022) - 2021
- [j49]Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein:
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. Int. J. Comput. Assist. Radiol. Surg. 16(7): 1101-1110 (2021) - [j48]Lisa Kausch, Sarina Thomas, Holger Kunze, Maxim Privalov, Sven Yves Vetter, Jochen Franke, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
Correction to: Toward automatic C‑arm positioning for standard projections in orthopedic surgery. Int. J. Comput. Assist. Radiol. Surg. 16(9): 1637 (2021) - [j47]Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mîndroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtaç, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Guotai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat P. Müller-Stich, Lena Maier-Hein:
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge. Medical Image Anal. 70: 101920 (2021) - [j46]Jianyu Lin, Neil T. Clancy, Ji Qi, Yang Hu, Taran Tatla, Danail Stoyanov, Lena Maier-Hein, Daniel S. Elson:
Corrigendum to Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks [Medical Image Analysis 48 (2018) 162-176/2018.06.004]. Medical Image Anal. 72: 102103 (2021) - 2020
- [j45]Georges Hattab, Marvin Arnold, Leon Strenger, Max Allan, Darja Arsentjeva, Oliver Gold, Tobias Simpfendörfer, Lena Maier-Hein, Stefanie Speidel:
Kidney edge detection in laparoscopic image data for computer-assisted surgery. Int. J. Comput. Assist. Radiol. Surg. 15(3): 379-387 (2020) - [j44]Lisa Kausch, Sarina Thomas, Holger Kunze, Maxim Privalov, Sven Yves Vetter, Jochen Franke, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
Toward automatic C-arm positioning for standard projections in orthopedic surgery. Int. J. Comput. Assist. Radiol. Surg. 15(7): 1095-1105 (2020) - [j43]Leonardo Ayala, Silvia Seidlitz, Anant Vemuri, Sebastian J. Wirkert, Thomas Kirchner, Tim J. Adler, Christina Engels, Dogu Teber, Lena Maier-Hein:
Light source calibration for multispectral imaging in surgery. Int. J. Comput. Assist. Radiol. Surg. 15(7): 1117-1125 (2020) - [j42]Neil T. Clancy, Geoffrey Jones, Lena Maier-Hein, Daniel S. Elson, Danail Stoyanov:
Surgical spectral imaging. Medical Image Anal. 63: 101699 (2020) - [j41]Lena Maier-Hein, Annika Reinke, Michal Kozubek, Anne L. Martel, Tal Arbel, Matthias Eisenmann, Allan Hanbury, Pierre Jannin, Henning Müller, Sinan Onogur, Julio Saez-Rodriguez, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman:
BIAS: Transparent reporting of biomedical image analysis challenges. Medical Image Anal. 66: 101796 (2020) - 2019
- [j40]Tim J. Adler, Lynton Ardizzone, Anant Suraj Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian J. Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. Int. J. Comput. Assist. Radiol. Surg. 14(6): 997-1007 (2019) - [j39]Sarina Thomas, Fabian Isensee, Simon Kohl, Maxim Privalov, Nils Beisemann, Benedict Swartman, Holger Keil, Sven Yves Vetter, Jochen Franke, Paul Alfred Grützner, Lena Maier-Hein, Marco Nolden, Klaus H. Maier-Hein:
Computer-assisted intra-operative verification of surgical outcome for the treatment of syndesmotic injuries through contralateral side comparison. Int. J. Comput. Assist. Radiol. Surg. 14(12): 2211-2220 (2019) - [j38]Xiaofei Du, Maximilian Allan, Sebastian Bodenstedt, Lena Maier-Hein, Stefanie Speidel, Alessio Dore, Danail Stoyanov:
Patch-based adaptive weighting with segmentation and scale (PAWSS) for visual tracking in surgical video. Medical Image Anal. 57: 120-135 (2019) - 2018
- [j37]Tobias Roß, David Zimmerer, Anant Suraj Vemuri, Fabian Isensee, Manuel Wiesenfarth, Sebastian Bodenstedt, Fabian Both, Philip Kessler, Martin Wagner, Beat Müller, Hannes Kenngott, Stefanie Speidel, Annette Kopp-Schneider, Klaus H. Maier-Hein, Lena Maier-Hein:
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning. Int. J. Comput. Assist. Radiol. Surg. 13(6): 925-933 (2018) - [j36]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Guest editorial for the IJCARS special issue on MICCAI 2017. Int. J. Comput. Assist. Radiol. Surg. 13(9): 1309-1310 (2018) - [j35]Bernard Gibaud, Germain Forestier, Carolin Feldmann, Giancarlo Ferrigno, Paulo J. S. Gonçalves, Tamás Haidegger, Chantal Julliard, Darko Katic, Hannes Kenngott, Lena Maier-Hein, Keno März, Elena De Momi, Dénes Ákos Nagy, Hirenkumar Nakawala, Juliane Neumann, Thomas Neumuth, Javier Rojas Balderrama, Stefanie Speidel, Martin Wagner, Pierre Jannin:
Toward a standard ontology of surgical process models. Int. J. Comput. Assist. Radiol. Surg. 13(9): 1397-1408 (2018) - [j34]Thomas Kirchner, Franz Sattler, Janek Gröhl, Lena Maier-Hein:
Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging. J. Imaging 4(10): 121 (2018) - [j33]Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein:
Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics. J. Imaging 4(12): 147 (2018) - [j32]Jianyu Lin, Neil T. Clancy, Ji Qi, Yang Hu, Taran Tatla, Danail Stoyanov, Lena Maier-Hein, Daniel S. Elson:
Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks. Medical Image Anal. 48: 162-176 (2018) - [j31]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Special Issue on MICCAI 2017. Medical Image Anal. 48: 259 (2018) - [j30]Eric Heim, Alexander Seitel, Jonas Andrulis, Fabian Isensee, Christian Stock, Tobias Roß, Lena Maier-Hein:
Clickstream Analysis for Crowd-Based Object Segmentation with Confidence. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 2814-2826 (2018) - [j29]Sara Moccia, Sebastian J. Wirkert, Hannes Kenngott, Anant Suraj Vemuri, Martin Apitz, Benjamin F. B. Mayer, Elena De Momi, Leonardo S. Mattos, Lena Maier-Hein:
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. IEEE Trans. Biomed. Eng. 65(11): 2649-2659 (2018) - 2017
- [j28]Melanie Ganz, Daniel Kondermann, Jonas Andrulis, Gitte Moos Knudsen, Lena Maier-Hein:
Crowdsourcing for error detection in cortical surface delineations. Int. J. Comput. Assist. Radiol. Surg. 12(1): 161-166 (2017) - [j27]Martin Klemm, Thomas Kirchner, Janek Gröhl, Dominique Cheray, Marco Nolden, Alexander Seitel, Harald Hoppe, Lena Maier-Hein, Alfred M. Franz:
MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions. Int. J. Comput. Assist. Radiol. Surg. 12(3): 351-361 (2017) - [j26]Alfred Michael Franz, Alexander Seitel, Nasrin Bopp, Christian Erbelding, Dominique Cheray, Stefan Delorme, Frank Grünwald, Hüdayi Korkusuz, Lena Maier-Hein:
First clinical use of the EchoTrack guidance approach for radiofrequency ablation of thyroid gland nodules. Int. J. Comput. Assist. Radiol. Surg. 12(6): 931-940 (2017) - [j25]Herman Alexander Jaeger, Alfred Michael Franz, Kilian O'Donoghue, Alexander Seitel, Fabian Trauzettel, Lena Maier-Hein, Pádraig Cantillon-Murphy:
Anser EMT: the first open-source electromagnetic tracking platform for image-guided interventions. Int. J. Comput. Assist. Radiol. Surg. 12(6): 1059-1067 (2017) - [j24]Daniel Reichard, Dominik Häntsch, Sebastian Bodenstedt, Stefan Suwelack, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Lena Maier-Hein, Rüdiger Dillmann, Stefanie Speidel:
Projective biomechanical depth matching for soft tissue registration in laparoscopic surgery. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1101-1110 (2017) - [j23]Christian Erbelding, Alfred M. Franz, Alexander Seitel, Nasrin Bopp, Konstantin Kohlhase, Frank Grünwald, Lena Maier-Hein:
Ultrasound-navigated radiofrequency ablation of thyroid nodules with integrated electromagnetic tracking: comparison with conventional ultrasound guidance in gelatin models. Int. J. Comput. Assist. Radiol. Surg. 12(9): 1635-1642 (2017) - [j22]Jorge Bernal, Nima Tajkbaksh, Francisco Javier Sánchez, Bogdan J. Matuszewski, Hao Chen, Lequan Yu, Quentin Angermann, Olivier Romain, Bjorn Rustad, Ilangko Balasingham, Konstantin Pogorelov, Sungbin Choi, Quentin Debard, Lena Maier-Hein, Stefanie Speidel, Danail Stoyanov, Patrick Brandao, Henry Córdova, Cristina Sánchez-Montes, Suryakanth R. Gurudu, Gloria Fernández-Esparrach, Xavier Dray, Jianming Liang, Aymeric Histace:
Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge. IEEE Trans. Medical Imaging 36(6): 1231-1249 (2017) - 2016
- [j21]Alexander Seitel, Nadine Bellemann, Mohammadreza Hafezi, Alfred M. Franz, Mark Servatius, Arash Saffari, Thomas Kilgus, Heinz-Peter Schlemmer, Arianeb Mehrabi, Boris A. Radeleff, Lena Maier-Hein:
Towards markerless navigation for percutaneous needle insertions. Int. J. Comput. Assist. Radiol. Surg. 11(1): 107-117 (2016) - [j20]Esther Wild, Dogu Teber, Daniel Schmid, Tobias Simpfendörfer, Michael Müller, Ann-Christin Baranski, Hannes Kenngott, Klaus Kopka, Lena Maier-Hein:
Robust augmented reality guidance with fluorescent markers in laparoscopic surgery. Int. J. Comput. Assist. Radiol. Surg. 11(6): 899-907 (2016) - [j19]Sebastian J. Wirkert, Hannes Kenngott, Benjamin F. B. Mayer, Patrick Mietkowski, Martin Wagner, Peter Sauer, Neil T. Clancy, Daniel S. Elson, Lena Maier-Hein:
Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression. Int. J. Comput. Assist. Radiol. Surg. 11(6): 909-917 (2016) - 2015
- [j18]Thomas Kilgus, Eric Heim, Sven Haase, Sabine Prüfer, Michael Müller, Alexander Seitel, Markus Fangerau, Tamara Wiebe, Justin Iszatt, Heinz-Peter Schlemmer, Joachim Hornegger, Kathrin Yen, Lena Maier-Hein:
Mobile markerless augmented reality and its application in forensic medicine. Int. J. Comput. Assist. Radiol. Surg. 10(5): 573-586 (2015) - [j17]Keno März, Mohammadreza Hafezi, Tobias Weller, Arash Saffari, Marco Nolden, Nassim Fard, A. Majlesara, Sascha Zelzer, Maria Maleshkova, Mykola Volovyk, N. Gharabaghi, Martin Wagner, G. Emami, Sandy Engelhardt, Andreas Fetzer, Hannes Kenngott, N. Rezai, Achim Rettinger, Rudi Studer, Arianeb Mehrabi, Lena Maier-Hein:
Toward knowledge-based liver surgery: holistic information processing for surgical decision support. Int. J. Comput. Assist. Radiol. Surg. 10(6): 749-759 (2015) - [j16]Lena Maier-Hein, Daniel Kondermann, Tobias Roß, Sven Mersmann, Eric Heim, Sebastian Bodenstedt, Hannes Götz Kenngott, Alexandro Sanchez, Martin Wagner, Anas Preukschas, Anna-Laura Wekerle, Stefanie Helfert, Keno März, Arianeb Mehrabi, Stefanie Speidel, Christian Stock:
Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences. Int. J. Comput. Assist. Radiol. Surg. 10(8): 1201-1212 (2015) - [j15]Thomas Köhler, Sven Haase, Sebastian Bauer, Jakob Wasza, Thomas Kilgus, Lena Maier-Hein, Christian Stock, Joachim Hornegger, Hubertus Feußner:
Multi-sensor super-resolution for hybrid range imaging with application to 3-D endoscopy and open surgery. Medical Image Anal. 24(1): 220-234 (2015) - 2014
- [j14]Keno März, Alfred Michael Franz, Alexander Seitel, A. Winterstein, Rolf Bendl, Sascha Zelzer, Marco Nolden, Hans-Peter Meinzer, Lena Maier-Hein:
MITK-US: real-time ultrasound support within MITK. Int. J. Comput. Assist. Radiol. Surg. 9(3): 411-420 (2014) - [j13]Keno März, Alfred M. Franz, Alexander Seitel, A. Winterstein, Mohammadreza Hafezi, Arash Saffari, Rolf Bendl, Bram Stieltjes, Hans-Peter Meinzer, Arianeb Mehrabi, Lena Maier-Hein:
Interventional real-time ultrasound imaging with an integrated electromagnetic field generator. Int. J. Comput. Assist. Radiol. Surg. 9(5): 759-768 (2014) - [j12]Thiago Ramos dos Santos, Alexander Seitel, Thomas Kilgus, Stefan Suwelack, Anna-Laura Wekerle, Hannes Kenngott, Stefanie Speidel, Heinz-Peter Schlemmer, Hans-Peter Meinzer, Tobias Heimann, Lena Maier-Hein:
Pose-independent surface matching for intra-operative soft-tissue marker-less registration. Medical Image Anal. 18(7): 1101-1114 (2014) - [j11]Alfred M. Franz, Tamás Haidegger, Wolfgang Birkfellner, Kevin Cleary, Terry M. Peters, Lena Maier-Hein:
Electromagnetic Tracking in Medicine - A Review of Technology, Validation, and Applications. IEEE Trans. Medical Imaging 33(8): 1702-1725 (2014) - [j10]Lena Maier-Hein, Anja Groch, Adrien Bartoli, Sebastian Bodenstedt, G. Boissonnat, Ping-Lin Chang, Neil Clancy, Daniel S. Elson, Sven Haase, Eric Heim, Joachim Hornegger, Pierre Jannin, Hannes Kenngott, Thomas Kilgus, Beat P. Müller-Stich, D. Oladokun, Sebastian Röhl, Thiago R. dos Santos, Heinz-Peter Schlemmer, Alexander Seitel, Stefanie Speidel, Martin Wagner, Danail Stoyanov:
Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction. IEEE Trans. Medical Imaging 33(10): 1913-1930 (2014) - 2013
- [j9]Marco Nolden, Sascha Zelzer, Alexander Seitel, Diana Wald, Michael Müller, Alfred M. Franz, Daniel Maleike, Markus Fangerau, Matthias Baumhauer, Lena Maier-Hein, Klaus H. Maier-Hein, Hans-Peter Meinzer, Ivo Wolf:
The Medical Imaging Interaction Toolkit: challenges and advances. Int. J. Comput. Assist. Radiol. Surg. 8(4): 607-620 (2013) - [j8]Michael Müller, Marie-Claire Rassweiler, Jan Klein, Alexander Seitel, Matthias Gondan, Matthias Baumhauer, Dogu Teber, Jens Rassweiler, Hans-Peter Meinzer, Lena Maier-Hein:
Mobile augmented reality for computer-assisted percutaneous nephrolithotomy. Int. J. Comput. Assist. Radiol. Surg. 8(4): 663-675 (2013) - [j7]Lena Maier-Hein, Peter Mountney, Adrien Bartoli, Haytham Elhawary, Daniel S. Elson, Anja Groch, Andreas Kolb, Marcos A. Rodrigues, Jonathan M. Sorger, Stefanie Speidel, Danail Stoyanov:
Optical techniques for 3D surface reconstruction in computer-assisted laparoscopic surgery. Medical Image Anal. 17(8): 974-996 (2013) - 2012
- [j6]Alexander Seitel, Kwong Yung, Sven Mersmann, Thomas Kilgus, Anja Groch, Thiago R. dos Santos, Alfred M. Franz, Marco Nolden, Hans-Peter Meinzer, Lena Maier-Hein:
MITK-ToF - Range data within MITK. Int. J. Comput. Assist. Radiol. Surg. 7(1): 87-96 (2012) - [j5]Alfred M. Franz, Keno März, Johann Hummel, Wolfgang Birkfellner, Rolf Bendl, Stefan Delorme, Heinz-Peter Schlemmer, Hans-Peter Meinzer, Lena Maier-Hein:
Electromagnetic tracking for US-guided interventions: standardized assessment of a new compact field generator. Int. J. Comput. Assist. Radiol. Surg. 7(6): 813-818 (2012) - [j4]Lena Maier-Hein, Alfred Michael Franz, Thiago R. dos Santos, Mirko Schmidt, Markus Fangerau, Hans-Peter Meinzer, J. Michael Fitzpatrick:
Convergent Iterative Closest-Point Algorithm to Accomodate Anisotropic and Inhomogenous Localization Error. IEEE Trans. Pattern Anal. Mach. Intell. 34(8): 1520-1532 (2012) - 2011
- [j3]Thiago R. dos Santos, Hans-Peter Meinzer, Lena Maier-Hein:
Extending the Doubly Linked Face List for the Representation of 2-pseudomanifolds and 2-Manifolds with Boundaries. Int. J. Comput. Geom. Appl. 21(4): 467-494 (2011) - 2009
- [j2]Mathias Seitel, Lena Maier-Hein, Alexander Seitel, Alfred M. Franz, Hannes Kenngott, Raffaele De Simone, Ivo Wolf, Hans-Peter Meinzer:
RepliExplore: coupling physical and virtual anatomy models. Int. J. Comput. Assist. Radiol. Surg. 4(5): 417-424 (2009) - 2008
- [j1]Lena Maier-Hein, Frank Pianka, Sascha A. Müller, Urte Rietdorf, Alexander Seitel, Alfred M. Franz, Ivo Wolf, Bruno M. Schmied, Hans-Peter Meinzer:
Respiratory liver motion simulator for validating image-guided systems ex-vivo. Int. J. Comput. Assist. Radiol. Surg. 2(5): 287-292 (2008)
Conference and Workshop Papers
- 2023
- [c113]Lisa Kausch, Sarina Thomas, Holger Kunze, Tobias Norajitra, André Klein, Leonardo Ayala, Jan Siad El Barbari, Maxim Privalov, Sven Yves Vetter, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
Abstract: C-arm Positioning for Standard Projections During Spinal Implant Placement. Bildverarbeitung für die Medizin 2023: 10 - [c112]Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein:
Abstract: Tattoo-Tomographie - Freihand-3D-Photoakustik und multimodale Bildfusion. Bildverarbeitung für die Medizin 2023: 114 - [c111]Annika Reinke, Georg Grab, Lena Maier-Hein:
Challenge Results are not Reproducible. Bildverarbeitung für die Medizin 2023: 198-203 - [c110]David Zimmerer, Peter M. Full, Fabian Isensee, Paul Jäger, Tim Adler, Jens Petersen, Gregor Köhler, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein:
Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images. Bildverarbeitung für die Medizin 2023: 312 - [c109]Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, S. Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein:
Why is the Winner the Best? CVPR 2023: 19955-19966 - [c108]Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul F. Jäger, Lena Maier-Hein:
Deployment of Image Analysis Algorithms Under Prevalence Shifts. MICCAI (3) 2023: 389-399 - [c107]Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein:
Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. MICCAI (9) 2023: 618-627 - [c106]Amine Yamlahi, Thuy Nuong Tran, Patrick Godau, Melanie Schellenberg, Dominik Michael, Finn-Henri Smidt, Jan-Hinrich Nölke, Tim J. Adler, Minu Dietlinde Tizabi, Chinedu Innocent Nwoye, Nicolas Padoy, Lena Maier-Hein:
Self-distillation for Surgical Action Recognition. MICCAI (9) 2023: 637-646 - [c105]Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein:
Unsupervised Domain Transfer with Conditional Invertible Neural Networks. MICCAI (1) 2023: 770-780 - 2022
- [c104]Matthias Eisenmann, Minu Dietlinde Tizabi, Keno März, Lena Maier-Hein:
Abstract: How to Generate Patient Benefit with Surgical Data Science - Results of an International Delphi Process. Bildverarbeitung für die Medizin 2022: 113 - [c103]Lisa Kausch, Sarina Thomas, Holger Kunze, Tobias Norajitra, André Klein, Jan Siad El Barbari, Maxim Privalov, Sven Yves Vetter, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
Abstract: C-arm Positioning for Spinal Standard Projections in Different Intra-operative Settings. Bildverarbeitung für die Medizin 2022: 127 - [c102]Patrick Godau, Lena Maier-Hein:
Abstract: Task Fingerprinting for Meta Learning in Biomedical Image Analysis. Bildverarbeitung für die Medizin 2022: 260 - [c101]Thuy Nuong Tran, Fabian Isensee, Lars Krämer, Amine Yamlahi, Tim Adler, Patrick Godau, Minu Tizabi, Lena Maier-Hein:
Heterogeneous Model Ensemble For Automatic Polyp Segmentation In Endoscopic Video Sequences. EndoCV@ISBI 2022: 20-24 - [c100]Amine Yamlahi, Patrick Godau, Thuy Nuong Tran, Lucas-Raphael Muller, Tim Adler, Minu Tizabi, Michael Baumgartner, Paul Jäger, Lena Maier-Hein:
Heterogeneous Model Ensemble For Automatic Polyp Detection and Tracking In Colonoscopy. EndoCV@ISBI 2022: 25-28 - 2021
- [c99]Lisa Kausch, Sarina Thomas, Holger Kunze, Maxim Privalov, Sven Yves Vetter, Jochen Franke, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
Abstract: Towards Automatic C-arm Positioning for Standard Projections in Orthopedic Surgery. Bildverarbeitung für die Medizin 2021: 171 - [c98]Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. Bildverarbeitung für die Medizin 2021: 330-335 - [c97]Lisa Kausch, Sarina Thomas, Holger Kunze, Tobias Norajitra, André Klein, Jan Siad El Barbari, Maxim Privalov, Sven Yves Vetter, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
C-Arm Positioning for Spinal Standard Projections in Different Intra-operative Settings. MICCAI (4) 2021: 352-362 - [c96]Patrick Godau, Lena Maier-Hein:
Task Fingerprinting for Meta Learning inBiomedical Image Analysis. MICCAI (4) 2021: 436-446 - 2020
- [c95]Florian Hennig, Florian Pfiz, Diana Mîndroc-Filimon, Lena Maier-Hein, Bünyamin Pekdemir, Alexander Seitel, Alfred Michael Franz:
Reproduzierbare Kalibrierung von elektromagnetischen Feldverzerrungen. Bildverarbeitung für die Medizin 2020: 88-93 - 2019
- [c94]Alfred Michael Franz, Herman Alexander Jaeger, Alexander Seitel, Pádraig Cantillon-Murphy, Lena Maier-Hein:
Open-Source Tracked Ultrasound with Anser Electromagnetic Tracking. Bildverarbeitung für die Medizin 2019: 232-237 - [c93]Benjamin J. Mittmann, Alexander Seitel, Lena Maier-Hein, Alfred M. Franz:
Navigierte Interventionen im Kopf- und Halsbereich - Standardisiertes Assessment eines neuen, handlichen Feldgenerators. Bildverarbeitung für die Medizin 2019: 238-243 - [c92]Leonardo Ayala, Sebastian J. Wirkert, Mildred A. Herrera, Adrián Hernández-Aguilera, Anant Suraj Vemuri, Edgar Santos, Lena Maier-Hein:
Abstract: Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic Brain. Bildverarbeitung für die Medizin 2019: 244 - [c91]Leonardo A. Ayala, Sebastian J. Wirkert, Janek Gröhl, Mildred A. Herrera, Adrián Hernández-Aguilera, Anant Suraj Vemuri, Edgar Santos, Lena Maier-Hein:
Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis. OR/MLCN@MICCAI 2019: 38-46 - [c90]Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes Kenngott, Anant Suraj Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Out of Distribution Detection for Intra-operative Functional Imaging. UNSURE/CLIP@MICCAI 2019: 75-82 - [c89]Micha Pfeiffer, Isabel Funke, Maria R. Robu, Sebastian Bodenstedt, Leon Strenger, Sandy Engelhardt, Tobias Roß, Matthew J. Clarkson, Kurinchi Gurusamy, Brian R. Davidson, Lena Maier-Hein, Carina Riediger, Thilo Welsch, Jürgen Weitz, Stefanie Speidel:
Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation. MICCAI (5) 2019: 119-127 - 2018
- [c88]Sebastian J. Wirkert, Anant Suraj Vemuri, Hannes Götz Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer, Klaus Hermann Maier-Hein, Daniel S. Elson, Lena Maier-Hein:
Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed. Bildverarbeitung für die Medizin 2018: 36 - [c87]Dominik Waibel, Janek Gröhl, Fabian Isensee, Klaus Hermann Maier-Hein, Lena Maier-Hein:
Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer Bilder mit limitiertem Blickwinkel durch maschinelle Lernverfahren. Bildverarbeitung für die Medizin 2018: 201 - [c86]Annika Reinke, Matthias Eisenmann, Sinan Onogur, Marko Stankovic, Patrick Scholz, Peter M. Full, Hrvoje Bogunovic, Bennett A. Landman, Oskar Maier, Bjoern H. Menze, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Fons van der Sommen, Guoyan Zheng, Henning Müller, Michal Kozubek, Tal Arbel, Andrew P. Bradley, Pierre Jannin, Annette Kopp-Schneider, Lena Maier-Hein:
How to Exploit Weaknesses in Biomedical Challenge Design and Organization. MICCAI (4) 2018: 388-395 - 2017
- [c85]Eric Heim, Alexander Seitel, Christian Stock, Tobias Roß, Lena Maier-Hein:
Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung. Bildverarbeitung für die Medizin 2017: 17 - [c84]Matthias Eisenmann, Patrick Scholz, Marko Stankovic, Pierre Jannin, Christian Stock, Lena Maier-Hein:
Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design. Bildverarbeitung für die Medizin 2017: 49 - [c83]Janek Gröhl, Thomas Kirchner, Lena Maier-Hein:
Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung. Bildverarbeitung für die Medizin 2017: 153 - [c82]Jianyu Lin, Neil T. Clancy, Yang Hu, Ji Qi, Taran Tatla, Danail Stoyanov, Lena Maier-Hein, Daniel S. Elson:
Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging. MICCAI (2) 2017: 39-47 - [c81]Sebastian J. Wirkert, Anant Suraj Vemuri, Hannes Götz Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer, Klaus H. Maier-Hein, Daniel S. Elson, Lena Maier-Hein:
Physiological Parameter Estimation from Multispectral Images Unleashed. MICCAI (3) 2017: 134-141 - 2016
- [c80]Esther Wild, Dogu Teber, Daniel Schmid, Tobias Simpfendörfer, Michael Müller, Hannes Kenngott, Lena Maier-Hein:
Robuste intraoperative Registrierung mit fluoreszierenden Markern für die computergestützte Laparoskopie. Bildverarbeitung für die Medizin 2016: 74-79 - [c79]Nasrin Bopp, Alfred Michael Franz, Dominique Cheray, Stefan Delorme, Hüdayi Korkusuz, Christian Erbelding, Lena Maier-Hein:
EchoTrack für die navigierte ultraschall-geführte Radiofrequenzablation der Schilddrüse. Bildverarbeitung für die Medizin 2016: 200-205 - [c78]Lena Maier-Hein, Tobias Roß, Janek Gröhl, Ben Glocker, Sebastian Bodenstedt, Christian Stock, Eric Heim, Michael Götz, Sebastian J. Wirkert, Hannes Kenngott, Stefanie Speidel, Klaus H. Maier-Hein:
Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence. MICCAI (2) 2016: 616-623 - [c77]Thomas Kilgus, R. Bux, Alfred Michael Franz, Wiebke Johnen, Eric Heim, Markus Fangerau, Michael Müller, Kathrin Yen, Lena Maier-Hein:
Structure Sensor for mobile markerless augmented reality. Medical Imaging: Image-Guided Procedures 2016: 97861L - [c76]Yan Zhang, Sebastian J. Wirkert, Justin Iszatt, Hannes Kenngott, Martin Wagner, Benjamin F. B. Mayer, Christian Stock, Neil T. Clancy, Daniel S. Elson, Lena Maier-Hein:
Tissue classification for laparoscopic image understanding based on multispectral texture analysis. Medical Imaging: Image-Guided Procedures 2016: 978619 - [c75]Michael Götz, Eric Heim, Keno März, Tobias Norajitra, Mohammadreza Hafezi, Nassim Fard, Arianeb Mehrabi, Max Knoll, Christian Weber, Lena Maier-Hein, Klaus H. Maier-Hein:
A learning-based, fully automatic liver tumor segmentation pipeline based on sparsely annotated training data. Medical Imaging: Image Processing 2016: 97841I - 2015
- [c74]Eric Heim, Tobias Roß, Tobias Norajitra, Marco Nolden, Keno März, Daniel Kondermann, Stefanie Speidel, Klaus H. Maier-Hein, Lena Maier-Hein:
Crowdgestützte Organsegmentierung: Möglichkeiten und Grenzen. CURAC 2015: 37-42 - [c73]Tobias Weller, Maria Maleshkova, Keno März, Lena Maier-Hein:
A RESTful Approach for Developing Medical Decision Support Systems. SALAD@ESWC 2015: 37-45 - [c72]Tobias Weller, Maria Maleshkova, Keno März, Lena Maier-Hein:
A RESTful Approach for Developing Medical Decision Support Systems. ESWC (Satellite Events) 2015: 376-384 - [c71]Katrin Honauer, Lena Maier-Hein, Daniel Kondermann:
The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms. ICCV 2015: 2120-2128 - [c70]A. Winterstein, Keno März, Alfred M. Franz, Mohammadreza Hafezi, Nassim Fard, F. Sterzing, Arianeb Mehrabi, Lena Maier-Hein:
Navigated marker placement for motion compensation in radiotherapy. Medical Imaging: Image-Guided Procedures 2015: 94151K - 2014
- [c69]Eric Heim, Thomas Kilgus, Sven Haase, Justin Iszatt, Alfred M. Franz, Alexander Seitel, Michael Müller, Markus Fangerau, Joachim Hornegger, Hans-Peter Meinzer, Lena Maier-Hein:
GPGPU-beschleunigter anisotroper ICP zur Registrierung von Tiefendaten. Bildverarbeitung für die Medizin 2014: 24-29 - [c68]Thomas Köhler, Sven Haase, Sebastian Bauer, Jakob Wasza, Thomas Kilgus, Lena Maier-Hein, Hubertus Feußner, Joachim Hornegger:
Outlier Detection for Multi-Sensor Super-Resolution in Hybrid 3D Endoscopy. Bildverarbeitung für die Medizin 2014: 84-89 - [c67]Tobias Lindenberger, Sven Haase, Jakob Wasza, Thomas Kilgus, Lena Maier-Hein, Hubertus Feußner, Joachim Hornegger:
Temporal Non-Local-Means Filtering in Hybrid 3D Endoscopy. Bildverarbeitung für die Medizin 2014: 90-95 - [c66]Alfred M. Franz, D. Schmitt, Alexander Seitel, M. Chatrasingh, Gernot Echner, Hans-Peter Meinzer, Simeon Nill, Wolfgang Birkfellner, Lena Maier-Hein:
Kabelloses elektromagnetisches Tracking in der Medizin. Bildverarbeitung für die Medizin 2014: 360-365 - [c65]Benedikt Kämpgen, Keno März, Mohammadreza Hafezi, Alfred Adler, Patrick Philipp, Sascha Zelzer, Arash Saffari, Marco Nolden, Arianeb Mehrabi, Lena Maier-Hein, Achim Rettinger:
Challenges in Collecting Patient Characteristics for Analysis using Linked Data. CURAC 2014: 161-164 - [c64]Sven Haase, Jakob Wasza, Mustafa Safak, Thomas Kilgus, Lena Maier-Hein, Hubertus Feußner, Joachim Hornegger:
Patch based specular reflection removal for range images in hybrid 3-D endoscopy. ISBI 2014: 509-512 - [c63]Sebastian J. Wirkert, Neil T. Clancy, Danail Stoyanov, Shobhit Arya, George B. Hanna, Heinz-Peter Schlemmer, Peter Sauer, Daniel S. Elson, Lena Maier-Hein:
Endoscopic Sheffield Index for Unsupervised In Vivo Spectral Band Selection. CARE@MICCAI 2014: 110-120 - [c62]Lena Maier-Hein, Sven Mersmann, Daniel Kondermann, Christian Stock, Hannes Götz Kenngott, Alexandro Sanchez, Martin Wagner, Anas Preukschas, Anna-Laura Wekerle, Stefanie Helfert, Sebastian Bodenstedt, Stefanie Speidel:
Crowdsourcing for Reference Correspondence Generation in Endoscopic Images. MICCAI (2) 2014: 349-356 - [c61]Lena Maier-Hein, Sven Mersmann, Daniel Kondermann, Sebastian Bodenstedt, Alexandro Sanchez, Christian Stock, Hannes Götz Kenngott, Matthias Eisenmann, Stefanie Speidel:
Can Masses of Non-Experts Train Highly Accurate Image Classifiers? - A Crowdsourcing Approach to Instrument Segmentation in Laparoscopic Images. MICCAI (2) 2014: 438-445 - 2013
- [c60]Keno März, Alfred Michael Franz, Bram Stieltjes, Alexandra Zahn, Alexander Seitel, Justin Iszatt, Boris A. Radeleff, Hans-Peter Meinzer, Lena Maier-Hein:
Navigierte ultraschallgeführte Leberpunktion mit integriertem EM Feldgenerator. Bildverarbeitung für die Medizin 2013: 15-20 - [c59]Alfred Michael Franz, Keno März, Alexander Seitel, Michael Müller, Sascha Zelzer, Marco Nodeln, Hans-Peter Meinzer, Lena Maier-Hein:
MITK-US: Echtzeitverarbeitung von Ultraschallbildern in MITK. Bildverarbeitung für die Medizin 2013: 302-307 - [c58]Sven Haase, Thomas Köhler, Thomas Kilgus, Lena Maier-Hein, Joachim Hornegger, Hubertus Feussner:
Instrument segmentation in hybrid 3-D endoscopy using multi-sensor super-resolution. CURAC 2013: 194-197 - [c57]Sebastian Bauer, Alexander Seitel, Hannes G. Hofmann, Tobias Blum, Jakob Wasza, Michael Balda, Hans-Peter Meinzer, Nassir Navab, Joachim Hornegger, Lena Maier-Hein:
Real-Time Range Imaging in Health Care: A Survey. Time-of-Flight and Depth Imaging 2013: 228-254 - [c56]Keno März, Alfred M. Franz, Bram Stieltjes, Justin Iszatt, Alexander Seitel, Boris A. Radeleff, Hans-Peter Meinzer, Lena Maier-Hein:
Mobile EM Field Generator for Ultrasound Guided Navigated Needle Insertions. IPCAI 2013: 71-80 - [c55]Thomas Köhler, Sven Haase, Sebastian Bauer, Jakob Wasza, Thomas Kilgus, Lena Maier-Hein, Hubertus Feußner, Joachim Hornegger:
ToF Meets RGB: Novel Multi-Sensor Super-Resolution for Hybrid 3-D Endoscopy. MICCAI (1) 2013: 139-146 - [c54]Sven Haase, Sebastian Bauer, Jakob Wasza, Thomas Kilgus, Lena Maier-Hein, Armin Schneider, Michael Kranzfelder, Hubertus Feußner, Joachim Hornegger:
3-D Operation Situs Reconstruction with Time-of-Flight Satellite Cameras Using Photogeometric Data Fusion. MICCAI (1) 2013: 356-363 - 2012
- [c53]Anja Groch, Sven Haase, Martin Wagner, Thomas Kilgus, Hannes Kenngott, Heinz-Peter Schlemmer, Joachim Hornegger, Hans-Peter Meinzer, Lena Maier-Hein:
Optimierte endoskopische Time-of-Flight Oberflächenrekonstruktion durch Integration eines Struktur-durch-Bewegung-Ansatzes. Bildverarbeitung für die Medizin 2012: 39-44 - [c52]Sven Haase, Christoph Forman, Thomas Kilgus, Roland Bammer, Lena Maier-Hein, Joachim Hornegger:
ToF/RGB Sensor Fusion for Augmented 3D Endoscopy using a Fully Automatic Calibration Scheme. Bildverarbeitung für die Medizin 2012: 111-116 - [c51]Alexander Seitel, Mark Servatius, Alfred M. Franz, Thomas Kilgus, Nadine Bellemann, Boris A. Radeleff, S. Fuchs, Hans-Peter Meinzer, Lena Maier-Hein:
Markerlose Navigation für perkutane Nadelinsertionen. Bildverarbeitung für die Medizin 2012: 340-345 - [c50]Alfred M. Franz, Mark Servatius, Alexander Seitel, Johann Hummel, Wolfgang Birkfellner, Laura Bartha, Heinz-Peter Schlemmer, Christof M. Sommer, Boris A. Radeleff, Hans-Ulrich Kauczor, Hans-Peter Meinzer, Lena Maier-Hein:
Elektromagnetisches Tracking für die interventionelle Radiologie - Genauigkeitsuntersuchung und in-vitro Applikation eines neuen Feldgenerators. Bildverarbeitung für die Medizin 2012: 392-397 - [c49]Sven Mersmann, David Guerrero, Heinz-Peter Schlemmer, Hans-Peter Meinzer, Lena Maier-Hein:
Effect of Active Air Conditioning in Medical Intervention Rooms on the Temperature Dependency of Time-of-Flight Distance Measurements. Bildverarbeitung für die Medizin 2012: 398-403 - [c48]Alexander Seitel, Mark Servatius, Alfred M. Franz, Nadine Bellemann, Markus Engel, Kwong Yung, Thomas Kilgus, Christof M. Sommer, Boris A. Radeleff, Hans-Peter Meinzer, Lena Maier-Hein:
Markerlose Navigation für perkutane Nadelinsertionen. CURAC 2012: 241-244 - [c47]Michael Müller, Alexander Seitel, Matthias Baumhauer, A. Jalal, Dogu Teber, Jens Rassweiler, Hans-Peter Meinzer, Lena Maier-Hein:
GPU-basierte Verarbeitung von hochaufgelösten Videodateien zur Navigation in der laparoskopischen Prostatektomie. CURAC 2012: 249-252 - [c46]Martin Wagner, Hannes Götz Kenngott, J. Wünscher, L. Albala, Matthias Gondan, C. Zöllner, Anja Groch, Lena Maier-Hein, Beat P. Müller-Stich:
Navigierte Laparoskopische Rektumchirurgie: Einfluss der Sensorplatzierung und Organgeometrie auf die Genauigkeit des elektromagnetischen Organtrackings. CURAC 2012: 255-257 - [c45]Thomas Kilgus, Alfred M. Franz, Alexander Seitel, Keno März, Laura Bartha, Markus Fangerau, Sven Mersmann, Anja Groch, Hans-Peter Meinzer, Lena Maier-Hein:
Registration of partially overlapping surfaces for range image based augmented reality on mobile devices. Medical Imaging: Image-Guided Procedures 2012: 83160T - [c44]M. Müller, Anja Groch, Matthias Baumhauer, Lena Maier-Hein, Dogu Teber, Jens Rassweiler, Hans-Peter Meinzer, Ingmar Wegner:
Robust and efficient fiducial tracking for augmented reality in HD-laparoscopic video streams. Medical Imaging: Image-Guided Procedures 2012: 83161M - [c43]Alfred M. Franz, Alexander Seitel, Mark Servatius, C. Zöllner, Ingmar Gergel, Ingmar Wegner, Jochen Neuhaus, Sascha Zelzer, Marco Nolden, Johannes Gaa, P. Mercea, Kwong Yung, Christof M. Sommer, Boris A. Radeleff, Heinz-Peter Schlemmer, Hans-Ulrich Kauczor, Hans-Peter Meinzer, Lena Maier-Hein:
Simplified development of image-guided therapy software with MITK-IGT. Medical Imaging: Image-Guided Procedures 2012: 83162J - [c42]Thiago R. dos Santos, Caspar J. Goch, Alfred M. Franz, Hans-Peter Meinzer, Tobias Heimann, Lena Maier-Hein:
Minimally deformed correspondences between surfaces for intra-operative registration. Medical Imaging: Image Processing 2012: 83141C - 2011
- [c41]Anja Groch, Susanne Hempel, Stefanie Speidel, Kurt Höller, Rainer Engelbrecht, Jochen Penne, Alexander Seitel, Sebastian Röhl, Kwong Yung, Sebastian Bodenstedt, F. Pflaum, Thomas Kilgus, Hans-Peter Meinzer, Joachim Hornegger, Lena Maier-Hein:
In-vitro Evaluation von endoskopischer Oberflächenrekonstruktion mittels Time-of-Flight-Kameratechnik. Bildverarbeitung für die Medizin 2011: 184-188 - [c40]Thomas Kilgus, Thiago R. dos Santos, Alexander Seitel, Kwong Yung, Alfred M. Franz, Anja Groch, Ivo Wolf, Hans-Peter Meinzer, Lena Maier-Hein:
Generation of Triangle Meshes from Time-of-Flight Data for Surface Registration. Bildverarbeitung für die Medizin 2011: 189-193 - [c39]Alexander Seitel, Kwong Yung, Markus Engel, Markus Fangerau, Anja Groch, Michael Müller, Hans-Peter Meinzer, Lena Maier-Hein:
Effiziente Planung von Zugangswegen für sichere Nadelinsertionen. Bildverarbeitung für die Medizin 2011: 199-203 - [c38]Kwong Yung, Alexander Seitel, Sven Mersmann, Hans-Peter Meinzer, Lena Maier-Hein:
MITK-ToF: Time-of-Flight Kamera-Integration in das Medical Imaging Interaction Toolkit. Bildverarbeitung für die Medizin 2011: 204-208 - [c37]Sven Mersmann, Michael Müller, Alexander Seitel, Florian Arnegger, Ralf Tetzlaff, Matthias Baumhauer, Bruno M. Schmied, Hans-Peter Meinzer, Lena Maier-Hein:
Time-of-Flight Kameratechnik für Augmented Reality in der computergestützten Chirurgie. Bildverarbeitung für die Medizin 2011: 219-223 - [c36]Lena Maier-Hein, Alfred M. Franz, Markus Fangerau, Mirko Schmidt, Alexander Seitel, Sven Mersmann, Thomas Kilgus, Anja Groch, Kwong Yung, Thiago R. dos Santos, Hans-Peter Meinzer:
Towards Mobile Augmented Reality for On-Patient Visualization of Medical Images. Bildverarbeitung für die Medizin 2011: 389-393 - [c35]Thiago R. dos Santos, Alexander Seitel, Hans-Peter Meinzer, Lena Maier-Hein:
Time-of-Flight Surface De-Noising by Spectral Decomposition. Bildverarbeitung für die Medizin 2011: 394-398 - [c34]Thiago R. dos Santos, Alfred M. Franz, Hans-Peter Meinzer, Lena Maier-Hein:
Robust multi-modal surface matching for intra-operative registration. CBMS 2011: 1-6 - [c33]Anja Groch, Susanne Hempel, Stefanie Speidel, Sven Haase, Hannes Kenngott, Alexander Seitel, Sebastian Röhl, Martin Wagner, Thomas Kilgus, Kwong Yung, Sebastian Bodenstedt, Beat P. Müller-Stich, Hans-Peter Meinzer, Joachim Hornegger, Lena Maier-Hein:
Oberflächenrekonstruktion für minimal-invasive Navigationssysteme. CURAC 2011: 188 - [c32]Sven Mersmann, Michael Müller, Alexander Seitel, Florian Arnegger, Ralf Tetzlaff, Julien Dinkel, Matthias Baumhauer, Bruno M. Schmied, Hans-Peter Meinzer, Lena Maier-Hein:
Time-of-flight camera technique for augmented reality in computer-assisted interventions. Medical Imaging: Image-Guided Procedures 2011: 79642C - [c31]Anja Groch, Alexander Seitel, Susanne Hempel, Stefanie Speidel, Rainer Engelbrecht, Jochen Penne, Kurt Höller, Sebastian Röhl, Kwong Yung, Sebastian Bodenstedt, F. Pflaum, Thiago R. dos Santos, Sven Mersmann, Hans-Peter Meinzer, Joachim Hornegger, Lena Maier-Hein:
3D surface reconstruction for laparoscopic computer-assisted interventions: comparison of state-of-the-art methods. Medical Imaging: Image-Guided Procedures 2011: 796415 - [c30]Alexander Seitel, Thiago R. dos Santos, Sven Mersmann, Jochen Penne, Anja Groch, Kwong Yung, Ralf Tetzlaff, Hans-Peter Meinzer, Lena Maier-Hein:
Adaptive bilateral filter for image denoising and its application to in-vitro Time-of-Flight data. Medical Imaging: Image-Guided Procedures 2011: 796423 - [c29]Lena Maier-Hein, Thiago R. dos Santos, Alfred M. Franz, Hans-Peter Meinzer, J. Michael Fitzpatrick:
Iterative closest point algorithm with anisotropic weighting and its application to fine surface registration. Medical Imaging: Image Processing 2011: 79620W - [c28]Thiago R. dos Santos, Alexander Seitel, Thomas Kilgus, Tobias Heimann, Ralf Tetzlaff, Hans-Peter Meinzer, Lena Maier-Hein:
Multi-modal surface comparison and its application to intra-operative range data. Medical Imaging: Image Processing 2011: 79621C - 2010
- [c27]Alexander Seitel, Thiago R. dos Santos, Sven Mersmann, Jochen Penne, Ralf Tetzlaff, Hans-Peter Meinzer, Lena Maier-Hein:
Time-of-Flight Kameras für die intraoperative Oberflächenerfassung. Bildverarbeitung für die Medizin 2010: 11-15 - [c26]Jochen Penne, Christian Schaller, Rainer Engelbrecht, Lena Maier-Hein, Bernhard Schmauss, Hans-Peter Meinzer, Joachim Hornegger:
Laparoscopic Quantitative 3D Endoscopy for Image Guided Surgery. Bildverarbeitung für die Medizin 2010: 16-20 - [c25]Ingmar Gergel, Thiago R. dos Santos, Ralf Tetzlaff, Lena Maier-Hein, Hans-Peter Meinzer, Ingmar Wegner:
Partikelfilterung für die Kompensation von Atembewegung während der navigierten Bronchoskopie. Bildverarbeitung für die Medizin 2010: 21-25 - [c24]Thiago R. dos Santos, Ingmar Gergel, Sven Mersmann, Hans-Peter Meinzer, Lena Maier-Hein:
Graphbasierte Registrierung von Tubulären Strukturen. Bildverarbeitung für die Medizin 2010: 36-40 - [c23]Markus Engel, Alexander Seitel, Markus Fangerau, Boris A. Radeleff, Christof M. Sommer, Caroline Essert-Villard, Claire Baegert, Hans-Peter Meinzer, Lena Maier-Hein:
Schnelle Zugangsplanung für die perkutane Punktion der Leber. Bildverarbeitung für die Medizin 2010: 216-220 - [c22]Lena Maier-Hein, Thiago R. dos Santos, Alfred M. Franz, Hans-Peter Meinzer:
Iterative Closest Point Algorithm in the Presence of Anisotropic Noise. Bildverarbeitung für die Medizin 2010: 231-235 - [c21]Sven Mersmann, Florian Arnegger, Bruno M. Schmied, Hans-Peter Meinzer, Lena Maier-Hein:
Navigierte Leberchirurgie mit Time-of-Flight Kameratechnologie für die intraoperative Bildakquisition. CURAC 2010: 241 - [c20]Alexander Seitel, Christof M. Sommer, Boris A. Radeleff, Hans-Peter Meinzer, Lena Maier-Hein:
Markerlose Bewegungskompensation für navigierte, minimal-invasive Interventionen. CURAC 2010: 243 - [c19]Lena Maier-Hein, Mirko Schmidt, Alfred M. Franz, Thiago R. dos Santos, Alexander Seitel, Bernd Jähne, J. Michael Fitzpatrick, Hans-Peter Meinzer:
Accounting for Anisotropic Noise in Fine Registration of Time-of-Flight Range Data with High-Resolution Surface Data. MICCAI (1) 2010: 251-258 - [c18]Thiago R. dos Santos, Alexander Seitel, Hans-Peter Meinzer, Lena Maier-Hein:
Correspondences Search for Surface-Based Intra-Operative Registration. MICCAI (2) 2010: 660-667 - [c17]Ingmar Gergel, Thiago R. dos Santos, Ralf Tetzlaff, Lena Maier-Hein, Hans-Peter Meinzer, Ingmar Wegner:
Particle filtering for respiratory motion compensation during navigated bronchoscopy. Medical Imaging: Image-Guided Procedures 2010: 76250W - [c16]Anja Groch, Matthias Baumhauer, Hans-Peter Meinzer, Lena Maier-Hein:
Automatic feature detection for 3D surface reconstruction from HDTV endoscopic videos. Medical Imaging: Image-Guided Procedures 2010: 76251P - [c15]Thiago R. dos Santos, Ingmar Gergel, Hans-Peter Meinzer, Lena Maier-Hein:
Fast correspondences search in anatomical trees. Medical Imaging: Image Processing 2010: 762332 - 2009
- [c14]Lena Maier-Hein, Aysun Tekbas, Alfred M. Franz, Ralf Tetzlaff, Sascha A. Müller, Frank Pianka, Ivo Wolf, Hans-Ulrich Kauczor, Bruno M. Schmied, Hans-Peter Meinzer:
Reduktion der Invasivität bei nadelbasierter Bewegungskompensation für navigierte Eingriffe im Abdomen. Bildverarbeitung für die Medizin 2009: 82-86 - [c13]Johannes Käst, Jochen Neuhaus, Felix Nickel, Hannes Kenngott, Markus Engel, Elaine Short, Michael Reiter, Hans-Peter Meinzer, Lena Maier-Hein:
Der Telemanipulator daVinci als mechanisches Trackingsystem. Bildverarbeitung für die Medizin 2009: 92-96 - [c12]Jochen Neuhaus, Ingmar Wegner, Johannes Käst, Matthias Baumhauer, Alexander Seitel, Ingmar Gergel, Marco Nolden, Daniel Maleike, Ivo Wolf, Hans-Peter Meinzer, Lena Maier-Hein:
MITK-IGT: Eine Navigationskomponente für das Medical Imaging Interaction Toolkit. Bildverarbeitung für die Medizin 2009: 454-458 - [c11]Lena Maier-Hein, Conor J. Walsh, Alexander Seitel, Nevan C. Hanumara, Jo-Anne Shepard, Alfred M. Franz, Frank Pianka, Sascha A. Müller, Bruno M. Schmied, Alexander H. Slocum, Rajiv Gupta, Hans-Peter Meinzer:
Human vs. robot operator error in a needle-based navigation system for percutaneous liver interventions. Medical Imaging: Image-Guided Procedures 2009: 72610Y - [c10]Alexander Seitel, Conor J. Walsh, Nevan C. Hanumara, Jo-Anne Shepard, Alexander H. Slocum, Hans-Peter Meinzer, Rajiv Gupta, Lena Maier-Hein:
Development and evaluation of a new image-based user interface for robot-assisted needle placements with the Robopsy system. Medical Imaging: Image-Guided Procedures 2009: 72610X - [c9]Mathias Seitel, Lena Maier-Hein, Urte Rietdorf, S. Nikoloff, Alexander Seitel, Alfred M. Franz, Hannes Kenngott, Matthias Karck, Raffaele De Simone, Ivo Wolf, Hans-Peter Meinzer:
Towards a Mixed Reality Environment for Preoperative Planning of Cardiac Surgery. MMVR 2009: 307-309 - 2008
- [c8]Lena Maier-Hein, Aysun Tekbas, Alexander Seitel, Frank Pianka, Sascha A. Müller, S. Schawo, Boris A. Radeleff, Ralf Tetzlaff, Alfred M. Franz, Anne-Mareike Rau, Ivo Wolf, Hans-Ulrich Kauczor, Bruno M. Schmied, Hans-Peter Meinzer:
In-Vivo Targeting of Liver Lesions with a Navigation System Based on Fiducial Needles. Bildverarbeitung für die Medizin 2008: 227-231 - [c7]Hans-Peter Meinzer, Lena Maier-Hein, Ingmar Wegner, Matthias Baumhauer, Ivo Wolf:
Computer-assisted soft tissue interventions. ISBI 2008: 1391-1394 - [c6]Lena Maier-Hein, Alfred M. Franz, Hans-Peter Meinzer, Ivo Wolf:
Comparative assessment of optical tracking systems for soft tissue navigation with fiducial needles. Medical Imaging: Image-Guided Procedures 2008: 69181Z - 2007
- [c5]Lena Maier-Hein, Frank Pianka, Sascha A. Müller, Alexander Seitel, Urte Rietdorf, Ivo Wolf, Bruno M. Schmied, Hans-Peter Meinzer:
Atembewegungssimulator für die in-vitro Evaluation von Weichgewebe-Navigationssystemen in der Leber. Bildverarbeitung für die Medizin 2007: 379-383 - [c4]Lena Maier-Hein, Frank Pianka, Alexander Seitel, Sascha A. Müller, Aysun Tekbas, Mathias Seitel, Ivo Wolf, Bruno M. Schmied, Hans-Peter Meinzer:
Precision Targeting of Liver Lesions with a Needle-Based Soft Tissue Navigation System. MICCAI (2) 2007: 42-49 - [c3]Lena Maier-Hein, Sascha A. Müller, Frank Pianka, Alexander Seitel, Beat P. Müller-Stich, Carsten N. Gutt, Urte Rietdorf, Götz Richter, Hans-Peter Meinzer, Bruno M. Schmied, Ivo Wolf:
In-vitro evaluation of a novel needle-based soft tissue navigation system with a respiratory liver motion simulator. Medical Imaging: Image-Guided Procedures 2007: 650916 - [c2]Lena Maier-Hein, Daniel Maleike, Jochen Neuhaus, Alfred M. Franz, Ivo Wolf, Hans-Peter Meinzer:
Soft tissue navigation using needle-shaped markers: evaluation of navigation aid tracking accuracy and CT registration. Medical Imaging: Image-Guided Procedures 2007: 650926 - 2006
- [c1]Szu-Chen Stan Jou, Lena Maier-Hein, Tanja Schultz, Alex Waibel:
Articulatory Feature Classification using Surface Electromyography. ICASSP (1) 2006: 605-608
Editorship
- 2018
- [e12]Danail Stoyanov, Zeike Taylor, Seyed Mostafa Kia, Ipek Oguz, Mauricio Reyes, Anne L. Martel, Lena Maier-Hein, Andre F. Marquand, Edouard Duchesnay, Tommy Löfstedt, Bennett A. Landman, M. Jorge Cardoso, Carlos A. Silva, Sérgio Pereira, Raphael Meier:
Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings. Lecture Notes in Computer Science 11038, Springer 2018, ISBN 978-3-030-02627-1 [contents] - [e11]Danail Stoyanov, Zeike Taylor, Francesco Ciompi, Yanwu Xu, Anne L. Martel, Lena Maier-Hein, Nasir M. Rajpoot, Jeroen van der Laak, Mitko Veta, Stephen J. McKenna, David R. J. Snead, Emanuele Trucco, Mona Kathryn Garvin, Xin Jan Chen, Hrvoje Bogunovic:
Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings. Lecture Notes in Computer Science 11039, Springer 2018, ISBN 978-3-030-00948-9 [contents] - [e10]Danail Stoyanov, Zeike Taylor, Bernhard Kainz, Gabriel Maicas, Reinhard R. Beichel, Anne L. Martel, Lena Maier-Hein, Kanwal K. Bhatia, Tom Vercauteren, Ozan Oktay, Gustavo Carneiro, Andrew P. Bradley, Jacinto C. Nascimento, Hang Min, Matthew S. Brown, Colin Jacobs, Bianca Lassen-Schmidt, Kensaku Mori, Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, Catarina Veiga:
Image Analysis for Moving Organ, Breast, and Thoracic Images - Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings. Lecture Notes in Computer Science 11040, Springer 2018, ISBN 978-3-030-00945-8 [contents] - [e9]Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, A. Jonathan McLeod, Miguel Ángel González Ballester, Noel C. F. Codella, Anne L. Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine de Ribaupierre, Xióngbiao Luó, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin J. Dana, Allan Halpern:
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis - First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings. Lecture Notes in Computer Science 11041, Springer 2018, ISBN 978-3-030-01200-7 [contents] - [e8]Danail Stoyanov, Zeike Taylor, Stephen R. Aylward, João Manuel R. S. Tavares, Yiming Xiao, Amber L. Simpson, Anne L. Martel, Lena Maier-Hein, Shuo Li, Hassan Rivaz, Ingerid Reinertsen, Matthieu Chabanas, Keyvan Farahani:
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation - International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings. Lecture Notes in Computer Science 11042, Springer 2018, ISBN 978-3-030-01044-7 [contents] - [e7]Danail Stoyanov, Zeike Taylor, Simone Balocco, Raphael Sznitman, Anne L. Martel, Lena Maier-Hein, Luc Duong, Guillaume Zahnd, Stefanie Demirci, Shadi Albarqouni, Su-Lin Lee, Stefano Moriconi, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Eric Granger, Pierre Jannin:
Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Lecture Notes in Computer Science 11043, Springer 2018, ISBN 978-3-030-01363-9 [contents] - [e6]Danail Stoyanov, Zeike Taylor, Enzo Ferrante, Adrian V. Dalca, Anne L. Martel, Lena Maier-Hein, Sarah Parisot, Aristeidis Sotiras, Bartlomiej W. Papiez, Mert R. Sabuncu, Li Shen:
Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities - Second International Workshop, GRAIL 2018 - and - First International Workshop, Beyond MIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science 11044, Springer 2018, ISBN 978-3-030-00688-4 [contents] - [e5]Danail Stoyanov, Zeike Taylor, Gustavo Carneiro, Tanveer F. Syeda-Mahmood, Anne L. Martel, Lena Maier-Hein, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu, Sailesh Conjeti, Mehdi Moradi, Hayit Greenspan, Anant Madabhushi:
Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science 11045, Springer 2018, ISBN 978-3-030-00888-8 [contents] - 2017
- [e4]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10433, Springer 2017, ISBN 978-3-319-66181-0 [contents] - [e3]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10434, Springer 2017, ISBN 978-3-319-66184-1 [contents] - [e2]Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III. Lecture Notes in Computer Science 10435, Springer 2017, ISBN 978-3-319-66178-0 [contents] - [e1]M. Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maier-Hein, Stefanie Demirci, Eric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo Carneiro:
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings. Lecture Notes in Computer Science 10552, Springer 2017, ISBN 978-3-319-67533-6 [contents]
Informal and Other Publications
- 2024
- [i58]Sharib Ali, Yamid Espinel, Yueming Jin, Peng Liu, Bianca Güttner, Xukun Zhang, Lihua Zhang, Thomas Dowrick, Matthew J. Clarkson, Shiting Xiao, Yifan Wu, Yijun Yang, Lei Zhu, Dai Sun, Lan Li, Micha Pfeiffer, Shahid Farid, Lena Maier-Hein, Emmanuel Buc, Adrien Bartoli:
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion. CoRR abs/2401.15753 (2024) - 2023
- [i57]Annika Reinke, Minu Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp-Schneider, Michal Kozubek, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir M. Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I. Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul F. Jäger, Lena Maier-Hein:
Understanding metric-related pitfalls in image analysis validation. CoRR abs/2302.01790 (2023) - [i56]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. CoRR abs/2302.06294 (2023) - [i55]Kris K. Dreher, Leonardo Ayala, Melanie Schellenberg, Marco Hübner, Jan-Hinrich Nölke, Tim J. Adler, Silvia Seidlitz, Jan Sellner, Alexander Studier-Fischer, Janek Gröhl, Felix Nickel, Ullrich Köthe, Alexander Seitel, Lena Maier-Hein:
Unsupervised Domain Transfer with Conditional Invertible Neural Networks. CoRR abs/2303.10191 (2023) - [i54]Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein:
Semantic segmentation of surgical hyperspectral images under geometric domain shifts. CoRR abs/2303.10972 (2023) - [i53]Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul Jäger, Lena Maier-Hein:
Deployment of Image Analysis Algorithms under Prevalence Shifts. CoRR abs/2303.12540 (2023) - [i52]Amine Yamlahi, Thuy Nuong Tran, Patrick Godau, Melanie Schellenberg, Dominik Michael, Finn-Henri Smidt, Jan-Hinrich Nölke, Tim Adler, Minu Dietlinde Tizabi, Chinedu Innocent Nwoye, Nicolas Padoy, Lena Maier-Hein:
Self-distillation for surgical action recognition. CoRR abs/2303.12915 (2023) - [i51]Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Innocent Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo M. Baltruschat, Rüdiger Schmitz, René Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saeed, Jose Renato Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack H. Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Ning Ding, Knut Moeller, Weiliang Chen, Quan He, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc:
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. CoRR abs/2305.07152 (2023) - [i50]Annika Reinke, Georg Grab, Lena Maier-Hein:
Challenge Results Are Not Reproducible. CoRR abs/2307.07226 (2023) - [i49]Tim J. Adler, Jan-Hinrich Nölke, Annika Reinke, Minu Dietlinde Tizabi, Sebastian Gruber, Dasha Trofimova, Lynton Ardizzone, Paul F. Jaeger, Florian Büttner, Ullrich Köthe, Lena Maier-Hein:
Application-driven Validation of Posteriors in Inverse Problems. CoRR abs/2309.09764 (2023) - 2022
- [i48]Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu Dietlinde Tizabi, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, David Moher, Karel G. M. Moons, Henning Müller, Felix Nickel, Brennan Nichyporuk, Jens Petersen, Nasir M. Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clarisa Sánchez Gutiérrez, Shravya Shetty, Maarten van Smeden, Carole H. Sudre, Ronald M. Summers, Abdel A. Taha, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger:
Metrics reloaded: Pitfalls and recommendations for image analysis validation. CoRR abs/2206.01653 (2022) - [i47]Tim Rädsch, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Nicholas Schreck, A. Emre Kavur, Bünyamin Pekdemir, Tobias Roß, Annette Kopp-Schneider, Lena Maier-Hein:
Labeling instructions matter in biomedical image analysis. CoRR abs/2207.09899 (2022) - [i46]M. Jorge Cardoso, Wenqi Li, Richard Brown, Nic Ma, Eric Kerfoot, Yiheng Wang, Benjamin Murray, Andriy Myronenko, Can Zhao, Dong Yang, Vishwesh Nath, Yufan He, Ziyue Xu, Ali Hatamizadeh, Wentao Zhu, Yun Liu, Mingxin Zheng, Yucheng Tang, Isaac Yang, Michael Zephyr, Behrooz Hashemian, Sachidanand Alle, Mohammad Zalbagi Darestani, Charlie Budd, Marc Modat, Tom Vercauteren, Guotai Wang, Yiwen Li, Yipeng Hu, Yunguan Fu, Benjamin Gorman, Hans J. Johnson, Brad W. Genereaux, Barbaros S. Erdal, Vikash Gupta, Andres Diaz-Pinto, Andre Dourson, Lena Maier-Hein, Paul F. Jaeger, Michael Baumgartner, Jayashree Kalpathy-Cramer, Mona Flores, Justin S. Kirby, Lee A. D. Cooper, Holger R. Roth, Daguang Xu, David Bericat, Ralf Floca, S. Kevin Zhou, Haris Shuaib, Keyvan Farahani, Klaus H. Maier-Hein, Stephen R. Aylward, Prerna Dogra, Sébastien Ourselin, Andrew Feng:
MONAI: An open-source framework for deep learning in healthcare. CoRR abs/2211.02701 (2022) - [i45]Thuy Nuong Tran, Tim Adler, Amine Yamlahi, Evangelia Christodoulou, Patrick Godau, Annika Reinke, Minu Dietlinde Tizabi, Peter Sauer, Tillmann Persicke, Jörg Gerhard Albert, Lena Maier-Hein:
Sources of performance variability in deep learning-based polyp detection. CoRR abs/2211.09708 (2022) - [i44]Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Ziheng Wang, Max Berniker, Satoshi Kondo, Emanuele Colleoni, Dimitris Psychogyios, Yueming Jin, Jinfan Zhou, Evangelos B. Mazomenos, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc:
Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge. CoRR abs/2212.04448 (2022) - 2021
- [i43]Max Allan, A. Jonathan McLeod, Congcong Wang, Jean-Claude Rosenthal, Zhenglei Hu, Niklas Gard, Peter Eisert, Ke Xue Fu, Trevor Zeffiro, Wenyao Xia, Zhanshi Zhu, Huoling Luo, Fucang Jia, Xiran Zhang, Xiaohong Li, Lalith Sharan, Thomas Kurmann, Sebastian Schmid, Raphael Sznitman, Dimitris Psychogyios, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel:
Stereo Correspondence and Reconstruction of Endoscopic Data Challenge. CoRR abs/2101.01133 (2021) - [i42]Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Ziheng Wang, Satoshi Kondo, Emanuele Colleoni, Beatrice van Amsterdam, Razeen Hussain, Raabid Hussain, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc:
Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge. CoRR abs/2102.13644 (2021) - [i41]Melanie Schellenberg, Janek Gröhl, Kris Dreher, Niklas Holzwarth, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein:
Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis. CoRR abs/2103.15510 (2021) - [i40]Annika Reinke, Matthias Eisenmann, Minu Dietlinde Tizabi, Carole H. Sudre, Tim Rädsch, Michela Antonelli, Tal Arbel, Spyridon Bakas, M. Jorge Cardoso, Veronika Cheplygina, Keyvan Farahani, Ben Glocker, Doreen Heckmann-Nötzel, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Jens Kleesiek, Tahsin M. Kurç, Michal Kozubek, Bennett A. Landman, Geert Litjens, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Jens Petersen, Mauricio Reyes, Nicola Rieke, Bram Stieltjes, Ronald M. Summers, Sotirios A. Tsaftaris, Bram van Ginneken, Annette Kopp-Schneider, Paul Jäger, Lena Maier-Hein:
Common Limitations of Image Processing Metrics: A Picture Story. CoRR abs/2104.05642 (2021) - [i39]Sarthak Pati, Ujjwal Baid, Maximilian Zenk, Brandon Edwards, Micah J. Sheller, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Jason Martin, Shadi Albarqouni, Yong Chen, Russell Taki Shinohara, Annika Reinke, David Zimmerer, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Rivka R. Colen, Aikaterini Kotrotsou, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Hassan M. Fathallah-Shaykh, Roland Wiest, András Jakab, Marc-André Weber, Abhishek Mahajan, Lena Maier-Hein, Jens Kleesiek, Bjoern H. Menze, Klaus H. Maier-Hein, Spyridon Bakas:
The Federated Tumor Segmentation (FeTS) Challenge. CoRR abs/2105.05874 (2021) - [i38]Janek Gröhl, Melanie Schellenberg, Kris Dreher, Niklas Holzwarth, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein:
Semantic segmentation of multispectral photoacoustic images using deep learning. CoRR abs/2105.09624 (2021) - [i37]Leonardo Ayala, Sebastian J. Wirkert, Anant Vemuri, Tim Adler, Silvia Seidlitz, Sebastian Pirmann, Christina Engels, Dogu Teber, Lena Maier-Hein:
Video-rate multispectral imaging in laparoscopic surgery: First-in-human application. CoRR abs/2105.13901 (2021) - [i36]Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern H. Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick Ferdinand Christ, Richard K. G. Do, Marc Gollub, Stephan Heckers, Henkjan J. Huisman, William R. Jarnagin, Maureen McHugo, Sandy Napel, Jennifer Goli-Pernicka, Kawal S. Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, James A. Meakin, Sébastien Ourselin, Manuel Wiesenfarth, Pablo Arbeláez, Byeonguk Bae, Sihong Chen, Laura Alexandra Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, BeomHee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso:
The Medical Segmentation Decathlon. CoRR abs/2106.05735 (2021) - [i35]Maximilian Dietrich, Silvia Seidlitz, Nicholas Schreck, Manuel Wiesenfarth, Patrick Godau, Minu Tizabi, Jan Sellner, Sebastian Marx, Samuel Knödler, Michael M. Allers, Leonardo Ayala, Karsten Schmidt, Thorsten Brenner, Alexander Studier-Fischer, Felix Nickel, Beat P. Müller-Stich, Annette Kopp-Schneider, Markus A. Weigand, Lena Maier-Hein:
Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis. CoRR abs/2106.08445 (2021) - [i34]Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein:
How can we learn (more) from challenges? A statistical approach to driving future algorithm development. CoRR abs/2106.09302 (2021) - [i33]Patrick Godau, Lena Maier-Hein:
Task Fingerprinting for Meta Learning in Biomedical Image Analysis. CoRR abs/2107.03949 (2021) - [i32]Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt:
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. CoRR abs/2109.14956 (2021) - [i31]Silvia Seidlitz, Jan Sellner, Jan Odenthal, Berkin Özdemir, Alexander Studier-Fischer, Samuel Knödler, Leonardo Ayala, Tim Adler, Hannes Götz Kenngott, Minu Tizabi, Martin Wagner, Felix Nickel, Beat P. Müller-Stich, Lena Maier-Hein:
Robust deep learning-based semantic organ segmentation in hyperspectral images. CoRR abs/2111.05408 (2021) - [i30]Esther E. Bron, Stefan Klein, Annika Reinke, Janne M. Papma, Lena Maier-Hein, Daniel C. Alexander, Neil P. Oxtoby:
Ten years of image analysis and machine learning competitions in dementia. CoRR abs/2112.07922 (2021) - 2020
- [i29]Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Evangello Flouty, Ahmed Kedir Mohammed, Marius Pedersen, Avinash Kori, Alex Varghese, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel:
2018 Robotic Scene Segmentation Challenge. CoRR abs/2001.11190 (2020) - [i28]Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mîndroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtaç, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Guotai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat Peter Müller-Stich, Lena Maier-Hein:
Robust Medical Instrument Segmentation Challenge 2019. CoRR abs/2003.10299 (2020) - [i27]Lena Maier-Hein, Martin Wagner, Tobias Roß, Annika Reinke, Sebastian Bodenstedt, Peter M. Full, Hellena Hempe, Diana Mîndroc-Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Anna Kisilenko, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Minu Tizabi, Matthias Eisenmann, Tim J. Adler, Janek Gröhl, Melanie Schellenberg, Silvia Seidlitz, T. Y. Emmy Lai, Veith Roethlingshoefer, Fabian Both, Sebastian Bittel, Marc Mengler, Martin Apitz, Stefanie Speidel, Hannes Götz Kenngott, Beat P. Müller-Stich:
Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room. CoRR abs/2005.03501 (2020) - [i26]Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel:
Surgical Data Science - from Concepts to Clinical Translation. CoRR abs/2011.02284 (2020) - [i25]Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein:
Deep learning for biomedical photoacoustic imaging: A review. CoRR abs/2011.02744 (2020) - [i24]Niklas Holzwarth, Melanie Schellenberg, Janek Gröhl, Kris Dreher, Jan-Hinrich Nölke, Alexander Seitel, Minu Dietlinde Tizabi, Beat P. Müller-Stich, Lena Maier-Hein:
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. CoRR abs/2011.04997 (2020) - [i23]Jan-Hinrich Nölke, Tim Adler, Janek Gröhl, Thomas Kirchner, Lynton Ardizzone, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. CoRR abs/2011.05110 (2020) - [i22]Darya Trofimova, Tim Adler, Lisa Kausch, Lynton Ardizzone, Klaus H. Maier-Hein, Ullrich Köthe, Carsten Rother, Lena Maier-Hein:
Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks. CoRR abs/2012.08195 (2020) - [i21]P. J. Eddie Edwards, Dimitris Psychogyios, Stefanie Speidel, Lena Maier-Hein, Danail Stoyanov:
SERV-CT: A disparity dataset from CT for validation of endoscopic 3D reconstruction. CoRR abs/2012.11779 (2020) - 2019
- [i20]Thomas Kirchner, Janek Gröhl, Franz Sattler, Moritz S. Bischoff, Angelika Laha, Marco Nolden, Lena Maier-Hein:
An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation. CoRR abs/1901.09781 (2019) - [i19]Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein:
Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI). CoRR abs/1902.05839 (2019) - [i18]Max Allan, Alexey Shvets, Thomas Kurmann, Zichen Zhang, Rahul Duggal, Yun-Hsuan Su, Nicola Rieke, Iro Laina, Niveditha Kalavakonda, Sebastian Bodenstedt, Luis C. García-Peraza, Wenqi Li, Vladimir Iglovikov, Huoling Luo, Jian Yang, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel, Mahdi Azizian:
2017 Robotic Instrument Segmentation Challenge. CoRR abs/1902.06426 (2019) - [i17]Amber L. Simpson, Michela Antonelli, Spyridon Bakas, Michel Bilello, Keyvan Farahani, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern H. Menze, Olaf Ronneberger, Ronald M. Summers, Patrick Bilic, Patrick Ferdinand Christ, Richard K. G. Do, Marc Gollub, Jennifer Golia-Pernicka, Stephan Heckers, William R. Jarnagin, Maureen McHugo, Sandy Napel, Eugene Vorontsov, Lena Maier-Hein, M. Jorge Cardoso:
A large annotated medical image dataset for the development and evaluation of segmentation algorithms. CoRR abs/1902.09063 (2019) - [i16]Tim J. Adler, Lynton Ardizzone, Anant Suraj Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian J. Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. CoRR abs/1903.03441 (2019) - [i15]Micha Pfeiffer, Isabel Funke, Maria R. Robu, Sebastian Bodenstedt, Leon Strenger, Sandy Engelhardt, Tobias Roß, Matthew J. Clarkson, Kurinchi Gurusamy, Brian R. Davidson, Lena Maier-Hein, Carina Riediger, Thilo Welsch, Jürgen Weitz, Stefanie Speidel:
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation. CoRR abs/1907.02882 (2019) - [i14]Lena Maier-Hein, Annika Reinke, Michal Kozubek, Anne L. Martel, Tal Arbel, Matthias Eisenmann, Allan Hanbury, Pierre Jannin, Henning Müller, Sinan Onogur, Julio Saez-Rodriguez, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman:
BIAS: Transparent reporting of biomedical image analysis challenges. CoRR abs/1910.04071 (2019) - [i13]Manuel Wiesenfarth, Annika Reinke, Bennett A. Landman, Manuel Jorge Cardoso, Lena Maier-Hein, Annette Kopp-Schneider:
Methods and open-source toolkit for analyzing and visualizing challenge results. CoRR abs/1910.05121 (2019) - [i12]Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes Kenngott, Anant Suraj Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein:
Out of distribution detection for intra-operative functional imaging. CoRR abs/1911.01877 (2019) - 2018
- [i11]Sebastian Bodenstedt, Max Allan, Anthony Agustinos, Xiaofei Du, Luis C. García-Peraza-Herrera, Hannes Kenngott, Thomas Kurmann, Beat P. Müller-Stich, Sébastien Ourselin, Daniil Pakhomov, Raphael Sznitman, Marvin Teichmann, Martin Thoma, Tom Vercauteren, Sandrine Voros, Martin Wagner, Pamela Wochner, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel:
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery. CoRR abs/1805.02475 (2018) - [i10]Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider:
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR abs/1806.02051 (2018) - [i9]Lena Maier-Hein, Matthias Eisenmann, Carolin Feldmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Bernard Gibaud, Gregory D. Hager, Makoto Hashizume, Darko Katic, Hannes Kenngott, Ron Kikinis, Michael Kranzfelder, Anand Malpani, Keno März, Beat P. Müller-Stich, Nassir Navab, Thomas Neumuth, Nicolas Padoy, Adrian Park, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, S. Swaroop Vedula, Pierre Jannin, Stefanie Speidel:
Surgical Data Science: A Consensus Perspective. CoRR abs/1806.03184 (2018) - [i8]Lynton Ardizzone, Jakob Kruse, Sebastian J. Wirkert, Daniel Rahner, Eric W. Pellegrini, Ralf S. Klessen, Lena Maier-Hein, Carsten Rother, Ullrich Köthe:
Analyzing Inverse Problems with Invertible Neural Networks. CoRR abs/1808.04730 (2018) - 2017
- [i7]Lena Maier-Hein, S. Swaroop Vedula, Stefanie Speidel, Nassir Navab, Ron Kikinis, Adrian Park, Matthias Eisenmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Makoto Hashizume, Darko Katic, Hannes Kenngott, Michael Kranzfelder, Anand Malpani, Keno März, Thomas Neumuth, Nicolas Padoy, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, Gregory D. Hager, Pierre Jannin:
Surgical Data Science: Enabling Next-Generation Surgery. CoRR abs/1701.06482 (2017) - [i6]Darko Katic, Maria Maleshkova, Sandy Engelhardt, Ivo Wolf, Keno März, Lena Maier-Hein, Marco Nolden, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel:
What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies. CoRR abs/1705.07747 (2017) - [i5]Thomas Kirchner, Janek Gröhl, Lena Maier-Hein:
Local context encoding enables machine learning-based quantitative photoacoustics. CoRR abs/1706.03595 (2017) - [i4]Jianyu Lin, Neil T. Clancy, Yang Hu, Ji Qi, Taran Tatla, Danail Stoyanov, Lena Maier-Hein, Daniel S. Elson:
Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging. CoRR abs/1706.06081 (2017) - [i3]Sara Moccia, Sebastian J. Wirkert, Hannes Kenngott, Anant Suraj Vemuri, Martin Apitz, Benjamin F. B. Mayer, Elena De Momi, Leonardo S. Mattos, Lena Maier-Hein:
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. CoRR abs/1706.07002 (2017) - [i2]Tobias Roß, David Zimmerer, Anant Suraj Vemuri, Fabian Isensee, Sebastian Bodenstedt, Fabian Both, Philip Kessler, Martin Wagner, Beat Müller, Hannes Kenngott, Stefanie Speidel, Klaus H. Maier-Hein, Lena Maier-Hein:
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning. CoRR abs/1711.09726 (2017) - 2016
- [i1]Eric Heim, Alexander Seitel, Christian Stock, Fabian Isensee, Lena Maier-Hein:
Clickstream analysis for crowd-based object segmentation with confidence. CoRR abs/1611.08527 (2016)
Coauthor Index
Tim Adler
aka: Tim J. Adler
aka: Tim J. Adler
Leonardo Ayala
aka: Leonardo A. Ayala
aka: Leonardo A. Ayala
Hubertus Feußner
aka: Hubertus Feussner
aka: Hubertus Feussner
Alfred M. Franz
aka: Alfred Michael Franz
aka: Alfred Michael Franz
Hannes Kenngott
aka: Hannes Götz Kenngott
aka: Hannes Götz Kenngott
Klaus H. Maier-Hein
aka: Klaus Hermann Maier-Hein
aka: Klaus Hermann Maier-Hein
[j14] [j13] [j12] [j9] [j8] [j6] [j5] [j4] [j3] [j2] [j1] [c69] [c66] [c60] [c59] [c57] [c56] [c53] [c51] [c50] [c49] [c48] [c47] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2]
Thiago R. dos Santos
aka: Thiago Ramos dos Santos
aka: Thiago Ramos dos Santos
[j61] [j60] [j59] [j57] [j55] [j49] [j30] [j27] [j26] [j25] [j23] [j21] [j18] [j14] [j13] [j12] [j10] [j9] [j8] [j6] [j2] [j1] [c112] [c105] [c95] [c94] [c93] [c85] [c69] [c66] [c60] [c59] [c57] [c56] [c51] [c50] [c48] [c47] [c45] [c43] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c33] [c32] [c31] [c30] [c28] [c27] [c23] [c20] [c19] [c18] [c12] [c11] [c10] [c9] [c8] [c5] [c4] [c3] [i55] [i41] [i38] [i24] [i1]
Minu Tizabi
aka: Minu Dietlinde Tizabi
aka: Minu Dietlinde Tizabi
Anant Suraj Vemuri
aka: Anant Vemuri
aka: Anant Vemuri
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Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-18 22:49 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
