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ORCIDHans Meine
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- affiliation: Fraunhofer Institute for Medical Image Computing (MEVIS), Bremen, Germany
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2020 – today
- 2024
[j14]Farina Kock
, Felix Thielke, Nasreddin Abolmaali, Hans Meine, Andrea Schenk:
Suitability of DNN-based vessel segmentation for SIRT planning. Int. J. Comput. Assist. Radiol. Surg. 19(2): 233-240 (2024)- [j13]Vanja Sophie Cangalovic, Felix Thielke, Hans Meine:
Comparative evaluation of uncertainty estimation and decomposition methods on liver segmentation. Int. J. Comput. Assist. Radiol. Surg. 19(2): 253-260 (2024) - [c19]Kai Geißler, Markus Wenzel, Susanne Diekmann, Heinrich von Busch, Robert Grimm, Hans Meine:
Application of Active Learning-based on Uncertainty Quantification to Breast Segmentation in MRI. Bildverarbeitung für die Medizin 2024: 178-183 - 2023
- [j12]Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze:
The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. 84: 102680 (2023) - [j11]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) - [c18]Annika Gerken, Grzegorz Chlebus, Hans Meine, Felix Thielke, Farina Kock, Tobias Paulus, Nasreddin Abolmaali, Andrea Schenk:
Abstract: Liver Tumor Segmentation in Late-phase MRI using Multi-model Training and an Anisotropic U-Net. Bildverarbeitung für die Medizin 2023: 18 - [c17]Yongli Mou, Feifei Li, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, Mehrshad Jaberansary, Sascha Welten, Yeliz Ucer Yediel, Guido P. M. Prause, Stefan Decker, Oya Beyan, Toralf Kirsten:
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train. CoRDI 2023 - [c16]Felix Thielke, Farina Kock, Annika Hänsch, Nasreddin Abolmaali, Andrea Schenk, Hans Meine:
Combining arterial and venous CT scans in a multi-encoder network for improved hepatic vessel segmentation. Medical Imaging: Image Processing 2023 - 2022
- [j10]Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn, Bram van Ginneken, Hans Meine:
Robust Segmentation Models Using an Uncertainty Slice Sampling-Based Annotation Workflow. IEEE Access 10: 4728-4738 (2022) - [j9]Leonard Simon Brandenburg, Lukas Berger, Steffen Jochen Schwarz, Hans Meine, Julia Vera Weingart, David Steybe, Benedikt Christopher Spies, Felix Burkhardt, Stefan Schlager, Marc Christian Metzger:
Reconstruction of dental roots for implant planning purposes: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. 17(10): 1957-1968 (2022) - [j8]Jordan Sack, Jennifer Nitsch, Hans Meine, Ron Kikinis, Michael Halle, Anna E. Rutherford:
Quantitative Analysis of Liver Disease Using MRI-Based Radiomic Features of the Liver and Spleen. J. Imaging 8(10): 277 (2022) - [j7]Jürgen Konradi, Milla Zajber, Ulrich Betz, Philipp Drees, Annika Gerken, Hans Meine:
AI-Based Detection of Aspiration for Video-Endoscopy with Visual Aids in Meaningful Frames to Interpret the Model Outcome. Sensors 22(23): 9468 (2022) - [c15]Annika Hänsch, Felix Thielke, Hans Meine, Shereen Rennebaum, Matthias F. Froelich, Lena S. Becker, Jan B. Hinrichs, Andrea Schenk:
Robust Liver Segmentation with Deep Learning Across DCE-MRI Contrast Phases. Bildverarbeitung für die Medizin 2022: 13-18 - [c14]Farina Kock, Grzegorz Chlebus, Felix Thielke, Andrea Schenk, Hans Meine:
Hepatic artery segmentation with 3D convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis 2022 - [c13]Farina Kock, Felix Thielke, Grzegorz Chlebus, Hans Meine:
Confidence Histograms for Model Reliability Analysis and Temperature Calibration. MIDL 2022: 741-759 - [c12]Felix Thielke, Farina Kock, Annika Hänsch, Joachim Georgii, Nasreddin Abolmaali, Itaru Endo, Hans Meine, Andrea Schenk:
Improving deep learning based liver vessel segmentation using automated connectivity analysis. Medical Imaging: Image Processing 2022 - 2021
- [j6]Jennifer Nitsch, Jordan Sack, Michael W. Halle, Jan Hendrik Moltz, April Wall, Anna E. Rutherford, Ron Kikinis, Hans Meine:
MRI-based radiomic feature analysis of end-stage liver disease for severity stratification. Int. J. Comput. Assist. Radiol. Surg. 16(3): 457-466 (2021) - [j5]Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen:
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI. Comput. Methods Programs Biomed. 200: 105821 (2021) - [c11]Jannes Adam, Niklas Agethen, Robert Bohnsack, René Finzel, Timo Günnemann, Lena Philipp, Marcel Plutat, Markus Rink, Tingting Xue, Felix Thielke, Hans Meine:
Extraction of Kidney Anatomy Based on a 3D U-ResNet with Overlap-Tile Strategy. KiTS@MICCAI 2021: 13-21 - [i8]Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn, Bram van Ginneken, Hans Meine:
Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow. CoRR abs/2109.14879 (2021) - [i7]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) - 2020
- [c10]Hidir Cem Altun, Grzegorz Chlebus, Colin Jacobs, Hans Meine, Bram van Ginneken, Horst K. Hahn:
Feasibility of end-to-end trainable two-stage U-Net for detection of axillary lymph nodes in contrast-enhanced CT based on sparse annotations. Medical Imaging: Computer-Aided Diagnosis 2020 - [d5]James A. Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2020
- [d4]James A. Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2020 - [d3]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2020 - [i6]Bianca Lassen-Schmidt, Alessa Hering, Stefan Krass, Hans Meine:
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function. CoRR abs/2006.00083 (2020) - [i5]Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen:
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI. CoRR abs/2009.11120 (2020)
2010 – 2019
- 2019
- [c9]Jennifer Nitsch, Jan Klein, Jan Hendrik Moltz, Dorothea Miller, Ulrich Sure, Ron Kikinis, Hans Meine:
Neural-network-based automatic segmentation of cerebral ultrasound images for improving image-guided neurosurgery. Medical Imaging: Image-Guided Procedures 2019: 109511N - [d2]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2019 - [d1]James Meakin, Harm van Zeeland, Marcel Koek, Paul K. Gerke, Bart De Dobbelaer, Hans Pinckaers, Carl Shneider, Haimasree Bhattacharya, Roel Zinkstok, Ecem Sogancioglu, Cristina González-Gonzalo, Hans Meine, Alexander Köhn, Miriam Groeneveld, Tom Klaver, Karel Gerbrands, Darío Hereñú, Sjoerd Kerkstra, Bram van Ginneken:
Grand Challenge.org. Zenodo, 2019 - [i4]Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz K. Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipková, John S. Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Grün, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland H. Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Michal Marianne Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze:
The Liver Tumor Segmentation Benchmark (LiTS). CoRR abs/1901.04056 (2019) - [i3]Hans Meine, Alessa Hering:
Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor. CoRR abs/1909.08898 (2019) - 2018
- [i2]Hans Meine, Grzegorz Chlebus, Mohsen Ghafoorian, Itaru Endo, Andrea Schenk:
Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT. CoRR abs/1810.04017 (2018) - 2017
- [i1]Grzegorz Chlebus, Hans Meine, Jan Hendrik Moltz, Andrea Schenk:
Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering. CoRR abs/1706.00842 (2017) - 2015
- [c8]Jan Rühaak, Alexander Derksen, Stefan Heldmann, Marc Hallmann, Hans Meine:
Accurate CT-MR image registration for deep brain stimulation: a multi-observer evaluation study. Medical Imaging: Image Processing 2015: 941337 - 2014
- [j4]Rina Dewi Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort, Catalin I. Fetita, Pierre-Yves Brillet, Christophe Lefevre, Wenzhe Xue, Xiangjun Zhu, Jianming Liang, Ilkay Öksüz, Devrim Ünay, Kamuran Kadipasaoglu, Raúl San José Estépar, James C. Ross, George R. Washko, Juan-Carlos Prieto, Marcela Hernández Hoyos, Maciej Orkisz, Hans Meine, Markus Hüllebrand, Christina Stöcker, Fernando López-Mir, Valery Naranjo, Eliseo Villanueva, Marius Staring, Changyan Xiao, Berend C. Stoel, Anna Fabijanska, Erik Smistad:
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. Medical Image Anal. 18(7): 1217-1232 (2014) - [j3]Frank Heckel, Hans Meine, Jan Hendrik Moltz, Jan-Martin Kuhnigk, Johannes T. Heverhagen, Andreas Kießling, Boris Buerke, Horst K. Hahn:
Segmentation-Based Partial Volume Correction for Volume Estimation of Solid Lesions in CT. IEEE Trans. Medical Imaging 33(2): 462-480 (2014) - 2012
- [j2]Leonid Tcherniavski, Christian Bähnisch, Hans Meine, Peer Stelldinger:
How to define a locally adaptive sampling criterion for topologically correct reconstruction of multiple regions. Pattern Recognit. Lett. 33(11): 1451-1459 (2012)
2000 – 2009
- 2009
- [b1]Hans Meine:
The GeoMap representation: on topologically correct sub-pixel image analysis. University of Hamburg, 2009, ISBN 978-3-89838-323-3, pp. 1-220 - [j1]Hans Meine, Ullrich Köthe, Peer Stelldinger:
A topological sampling theorem for Robust boundary reconstruction and image segmentation. Discret. Appl. Math. 157(3): 524-541 (2009) - [c7]Hans Meine, Peer Stelldinger, Ullrich Köthe:
Pixel Approximation Errors in Common Watershed Algorithms. DGCI 2009: 193-202 - [c6]Hans Meine:
Annotated Contraction Kernels for Interactive Image Segmentation. GbRPR 2009: 273-282 - 2006
- [c5]Ullrich Köthe, Peer Stelldinger, Hans Meine:
Provably Correct Edgel Linking and Subpixel Boundary Reconstruction. DAGM-Symposium 2006: 81-90 - [c4]Peer Stelldinger, Ullrich Köthe, Hans Meine:
Topologically Correct Image Segmentation Using Alpha Shapes. DGCI 2006: 542-554 - [c3]Hans Meine, Ullrich Köthe:
A New Sub-pixel Map for Image Analysis. IWCIA 2006: 116-130 - 2005
- [c2]Hans Meine, Ullrich Köthe:
The GeoMap: A Unified Representation for Topology and Geometry. GbRPR 2005: 132-141 - 2004
- [c1]Hans Meine, Ullrich Köthe, H. Siegfried Stiehl:
Fast and Accurate Interactive Image Segmentation in the GEOMAP Framework. Bildverarbeitung für die Medizin 2004: 60-64
Coauthor Index
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