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2020 – today
- 2023
[j30]Connor Elkhill, Jiawei Liu, Marius George Linguraru, Scott LeBeau, David Khechoyan, Brooke French, Antonio R. Porras:
Geometric learning and statistical modeling for surgical outcomes evaluation in craniosynostosis using 3D photogrammetry. Comput. Methods Programs Biomed. 240: 107689 (2023)- [j29]Araceli Morales
, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno:
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognit. 139: 109367 (2023) - [c113]Xinyang Liu, Erin R. Bonner, Zhifan Jiang, Holger R. Roth, Syed Muhammad Anwar, Roger J. Packer, Miriam Bornhorst, Marius George Linguraru:
Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data. ISBI 2023: 1-4 - [c112]Pooneh Roshanitabrizi, Kelsey Brown, Alison Tompsett, Athelia Rosa Paulli, Joselyn Rwebembera, Emmy Okello, Liesl Zühlke, Mariana Mirabel, Maria Carmo Pereira Nunes, Andrea Z. Beaton, Craig Sable, Marius George Linguraru:
Analysis of Mitral Regurgitation Jet for Rheumatic Heart Disease Detection in Doppler Echocardiography. ISBI 2023: 1-5 - [e14]Yufei Chen, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Cristina Oyarzun Laura:
Clinical Image-Based Procedures - 11th Workshop, CLIP 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Lecture Notes in Computer Science 13746, Springer 2023, ISBN 978-3-031-23178-0 [contents] - [i13]Dominic LaBella, Maruf Adewole, Michelle Alonso-Basanta, Talissa Altes, Syed Muhammad Anwar, Ujjwal Baid, Timothy Bergquist, Radhika Bhalerao, Sully Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Devon Godfrey, Fathi Hilal, Ariana Familiar, Keyvan Farahani, Juan Eugenio Iglesias, Zhifan Jiang, Elaine Johanson, Anahita Fathi Kazerooni, Collin Kent, John Kirkpatrick, Florian Kofler, Koen Van Leemput, Hongwei Bran Li, Xinyang Liu, Aria Mahtabfar, Shan McBurney-Lin, Ryan McLean, Zeke Meier, Ahmed W. Moawad, John Mongan, Pierre Nedelec, Maxence Pajot, Marie Piraud, Arif Rashid, Zachary Reitman, Russell Takeshi Shinohara, Yury Velichko, Chunhao Wang, Pranav I. Warman, Walter I. Wiggins, Mariam Aboian, Jake Albrecht, Udunna Anazodo, Spyridon Bakas, Adam E. Flanders, Anastasia Janas, Goldey Khanna, Marius George Linguraru, Bjoern H. Menze, Ayman Nada, Andreas M. Rauschecker, Jeffrey D. Rudie, Nourel Hoda Tahon, Javier E. Villanueva-Meyer, Benedikt Wiestler, Evan Calabrese:
The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma. CoRR abs/2305.07642 (2023) - [i12]Hongwei Bran Li, Gian Marco Conte, Syed Muhammad Anwar, Florian Kofler, Koen Van Leemput, Marie Piraud, Ivan Ezhov, Felix Meissen, Maruf Adewole, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Thomas Yu, Ujjwal Baid, Spyridon Bakas, Marius George Linguraru, Bjoern H. Menze, Juan Eugenio Iglesias, Benedikt Wiestler:
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn). CoRR abs/2305.09011 (2023) - [i11]Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Syed Muhammad Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Evan Calabrese, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Ariana Familiar, Keyvan Farahani, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Johanson, Florian Kofler, Dominic LaBella, Koen Van Leemput, Hongwei Bran Li, Nazanin Maleki, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Marie Piraud, Tina Poussaint, Zachary Reitman, Jeffrey D. Rudie, Ibraheem Salman Shaikh, Russel Taki Shinohara, Wenxin Tu, Karthik Viswanathan, Chunhao Wang, Jeffrey B. Ware, Benedikt Wiestler, Walter I. Wiggins, Anna Zapaishchykova, Mariam Aboian, Miriam Bornhorst, Peter de Blank, Michelle Deutsch, Maryam Fouladi, Lindsey Hoffman, Benjamin H. Kann, Margot Lazow, Leonie Mikael, Ali Nabavizadeh, Roger J. Packer, Adam Resnick, Brian Rood, Arastoo Vossough, Spyridon Bakas, Marius George Linguraru:
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). CoRR abs/2305.17033 (2023) - [i10]Maruf Adewole, Jeffrey D. Rudie, Anu Gbadamosi, Oluyemisi Toyobo, Raymond Confidence, Dong Zhang, Olubukola Omidiji, Rachel Akinola, Mohammad Abba Suwaid, Adaobi Emegoakor, Nancy Ojo, Kenneth Aguh, Chinasa Kalaiwo, Gabriel Babatunde, Afolabi Ogunleye, Yewande Gbadamosi, Kator Iorpagher, Evan Calabrese, Mariam Aboian, Marius George Linguraru, Jake Albrecht, Benedikt Wiestler, Florian Kofler, Anastasia Janas, Dominic LaBella, Anahita Fathi Kazerooni, Hongwei Bran Li, Juan Eugenio Iglesias, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Koen Van Leemput, Christina Bukas, Marie Piraud, Gian Marco Conte, Elaine Johanson, Zeke Meier, Bjoern H. Menze, Ujjwal Baid, Spyridon Bakas, Farouk Dako, Abiodun Fatade, Udunna Anazodo:
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa). CoRR abs/2305.19369 (2023) - [i9]Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru:
SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT. CoRR abs/2307.01514 (2023) - [i8]Abhijeet Parida, Zhifan Jiang, Syed Muhammad Anwar, Nicholas Foreman, Nicholas Stence, Michael J. Fisher, Roger J. Packer, Robert A. Avery, Marius George Linguraru:
Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI. CoRR abs/2308.11047 (2023) - 2022
- [j28]Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno:
Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. Comput. Methods Programs Biomed. 221: 106893 (2022) - [j27]Holger R. Roth, Ziyue Xu, Carlos Tor-Díez, Ramon Sanchez-Jacob, Jonathan Zember, Jose Molto, Wenqi Li, Sheng Xu, Baris Turkbey, Evrim Turkbey, Dong Yang, Ahmed Harouni, Nicola Rieke, Shishuai Hu, Fabian Isensee, Claire Tang, Qinji Yu, Jan Sölter, Tong Zheng, Vitali Liauchuk, Ziqi Zhou, Jan Hendrik Moltz, Bruno Oliveira, Yong Xia, Klaus H. Maier-Hein, Qikai Li, Andreas Husch, Luyang Zhang, Vassili Kovalev, Li Kang, Alessa Hering, João L. Vilaça, Mona Flores, Daguang Xu, Bradford J. Wood, Marius George Linguraru:
Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge. Medical Image Anal. 82: 102605 (2022) - [j26]Antonio R. Porras, Robert F. Keating, Janice S. Lee, Marius George Linguraru:
Predictive Statistical Model of Early Cranial Development. IEEE Trans. Biomed. Eng. 69(2): 537-546 (2022) - [c111]Jiawei Liu, Fuyong Xing, Abbas Shaikh, Marius George Linguraru, Antonio R. Porras:
Learning with Context Encoding for Single-Stage Cranial Bone Labeling and Landmark Localization. MICCAI (8) 2022: 286-296 - [c110]Pooneh R. Tabrizi, Holger R. Roth, Alison Tompsett, Athelia Rosa Paulli, Kelsey Brown, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Craig Sable, Marius George Linguraru:
Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings. MICCAI (1) 2022: 602-612 - [e13]Ghada Zamzmi, Sameer K. Antani, Ulas Bagci, Marius George Linguraru, Sivaramakrishnan Rajaraman, Zhiyun Xue:
Medical Image Learning with Limited and Noisy Data - First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13559, Springer 2022, ISBN 978-3-031-16759-1 [contents] - [i7]Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno:
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. CoRR abs/2203.05908 (2022) - [i6]Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru:
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. CoRR abs/2211.12944 (2022) - 2021
- [j25]David García-Mato, Mónica García-Sevilla, Antonio R. Porras, Santiago Ochandiano, Juan V. Darriba-Allés, Roberto García-Leal, José I. Salmerón, Marius George Linguraru, Javier Pascau:
Three-dimensional photography for intraoperative morphometric analysis in metopic craniosynostosis surgery. Int. J. Comput. Assist. Radiol. Surg. 16(2): 277-287 (2021) - [c109]Zhifan Jiang, Can Zhao, Xinyang Liu, Marius George Linguraru:
Brain Tumor Segmentation in Multi-parametric Magnetic Resonance Imaging Using Model Ensembling and Super-resolution. BrainLes@MICCAI (2) 2021: 125-137 - [c108]Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sanchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru:
Pediatric Hydronephrosis Severity Assessment Using Convolutional Neural Networks With Standardized Ultrasound Images. ISBI 2021: 1803-1806 - [c107]Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sanchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru:
Standardized Analysis of Kidney Ultrasound Images for the Prediction of Pediatric Hydronephrosis Severity. MLMI@MICCAI 2021: 366-375 - [c106]Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno:
3D Fetal Face Reconstruction from Ultrasound Imaging. VISIGRAPP (4: VISAPP) 2021: 615-624 - [e12]Cristina Oyarzun Laura, M. Jorge Cardoso, Michal Rosen-Zvi, Georgios Kaissis, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Yufei Chen, Shadi Albarqouni, Spyridon Bakas, Bennett A. Landman, Nicola Rieke, Holger Roth, Xiaoxiao Li, Daguang Xu, Maria Gabrani, Ender Konukoglu, Michal Guindy, Daniel Rueckert, Alexander Ziller, Dmitrii Usynin, Jonathan Passerat-Palmbach:
Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning - 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Workshop, LL-COVID19 2021, and First Workshop and Tutorial, PPML 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings. Lecture Notes in Computer Science 12969, Springer 2021, ISBN 978-3-030-90873-7 [contents] - 2020
- [j24]Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru:
A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. IEEE Trans. Biomed. Eng. 67(4): 1206-1220 (2020) - [j23]Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Juan J. Cerrolaza, Daniel A. Perez, Jonathan Zember, Anna A. Penn, Marius George Linguraru:
Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. IEEE Trans. Biomed. Eng. 67(11): 3026-3034 (2020) - [c105]Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno:
Spectral Correspondence Framework for Building a 3D Baby Face Model. FG 2020: 708-715 - [c104]Carlos Tor-Díez, Antonio Reyes Porras, Roger J. Packer, Robert A. Avery, Marius George Linguraru:
Unsupervised MRI Homogenization: Application to Pediatric Anterior Visual Pathway Segmentation. MLMI@MICCAI 2020: 180-188 - [e11]Tanveer F. Syeda-Mahmood, Klaus Drechsler, Hayit Greenspan, Anant Madabhushi, Alexandros Karargyris, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Marius Erdt:
Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. Lecture Notes in Computer Science 12445, Springer 2020, ISBN 978-3-030-60945-0 [contents]
2010 – 2019
- 2019
- [j22]Koyo Nakayama, Atsushi Saito, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu:
Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling. Int. J. Comput. Assist. Radiol. Surg. 14(12): 2057-2068 (2019) - [j21]Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru:
Computational anatomy for multi-organ analysis in medical imaging: A review. Medical Image Anal. 56: 44-67 (2019) - [c103]Awais Mansoor, Antonio R. Porras, Marius George Linguraru:
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. ISBI 2019: 1193-1196 - [c102]Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, Jonathan Zember, Hans G. Pohl, James Jago, Marius George Linguraru:
Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. ISBI 2019: 1717-1720 - [c101]Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Anna A. Penn, Marius George Linguraru:
Cranial localization in 2D cranial ultrasound images using deep neural networks. Medical Imaging: Computer-Aided Diagnosis 2019: 1095026 - [c100]Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Graham C. Buck, Deki Tsering, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru:
Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis. Medical Imaging: Computer-Aided Diagnosis 2019: 1095035 - [c99]Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru:
Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI 2019: 182-189 - [c98]Awais Mansoor, Marius George Linguraru:
Communal Domain Learning for Registration in Drifted Image Spaces. MLMI@MICCAI 2019: 479-488 - [e10]Kilian M. Pohl, Wesley K. Thompson, Ehsan Adeli, Marius George Linguraru:
Adolescent Brain Cognitive Development Neurocognitive Prediction - First Challenge, ABCD-NP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Lecture Notes in Computer Science 11791, Springer 2019, ISBN 978-3-030-31900-7 [contents] - [e9]Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian F. Baumgartner, Adrian V. Dalca, Carole H. Sudre, William M. Wells III, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester:
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Lecture Notes in Computer Science 11840, Springer 2019, ISBN 978-3-030-32688-3 [contents] - [i5]Awais Mansoor, Marius George Linguraru:
Communal Domain Learning for Registration in Drifted Image Spaces. CoRR abs/1908.07646 (2019) - 2018
- [j20]Antonio R. Porras, Beatriz Paniagua, Scott Ensel, Robert T. Keating, Gary F. Rogers, Andinet Enquobahrie, Marius George Linguraru:
Locally Affine Diffeomorphic Surface Registration and Its Application to Surgical Planning of Fronto-Orbital Advancement. IEEE Trans. Medical Imaging 37(7): 1690-1700 (2018) - [c97]Pooneh R. Tabrizi, Rawad Obeid, Juan J. Cerrolaza, Anna A. Penn, Awais Mansoor, Marius George Linguraru:
Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. EMBC 2018: 3136-3139 - [c96]Awais Mansoor, Teerit Vongkovit, Marius George Linguraru:
Adversarial approach to diagnostic quality volumetric image enhancement. ISBI 2018: 353-356 - [c95]Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, James Jago, Marius George Linguraru:
Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. ISBI 2018: 1170-1173 - [c94]Pooneh R. Tabrizi, Awais Mansoor, Elijah Biggs, James Jago, Marius George Linguraru:
Automatic detection of kidney in 3D pediatric ultrasound images using deep neural networks. Medical Imaging: Computer-Aided Diagnosis 2018: 105751Z - [c93]Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Manuel Mastromanolis, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru:
Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography. Medical Imaging: Computer-Aided Diagnosis 2018: 105751U - [c92]Liyun Tu, Antonio R. Porras, Alec Boyle, Marius George Linguraru:
Analysis of 3D Facial Dysmorphology in Genetic Syndromes from Unconstrained 2D Photographs. MICCAI (1) 2018: 347-355 - [c91]Atsushi Saito, Koyo Nakayama, Antonio R. Porras, Awais Mansoor, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu:
Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data. MICCAI (2) 2018: 676-683 - [c90]Samantha Horvath, Beatriz Paniagua, Johan Andruejol, Antonio R. Porras, Marius George Linguraru, Andinet Enquobahrie:
Osteotomy planner: an open-source tool for osteotomy simulation. Medical Imaging: Image-Guided Procedures 2018: 105762R - [e8]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] - [i4]Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru:
A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning. CoRR abs/1807.04339 (2018) - [i3]Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru:
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review. CoRR abs/1812.08577 (2018) - [i2]Awais Mansoor, Antonio R. Porras, Marius George Linguraru:
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. CoRR abs/1812.10330 (2018) - 2017
- [c89]Tania K. Morimoto, Juan J. Cerrolaza, Michael H. Hsieh, Kevin Cleary, Allison M. Okamura, Marius George Linguraru:
Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. EMBC 2017: 165-168 - [c88]Pooneh R. Tabrizi, Rawad Obeid, Awais Mansoor, Scott Ensel, Juan J. Cerrolaza, Anna A. Penn, Marius George Linguraru:
Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. EMBC 2017: 169-172 - [c87]Awais Mansoor, Ien Li, Roger J. Packer, Robert A. Avery, Marius George Linguraru:
Joint deep shape and appearance learning: application to optic pathway glioma segmentation. Medical Imaging: Computer-Aided Diagnosis 2017: 101341O - [c86]Antonio R. Porras, Gemma Piella, Wonsang You, Catherine Limperopoulos, Marius George Linguraru:
Quantification of oxygen changes in the placenta from BOLD MR image sequences. Medical Imaging: Computer-Aided Diagnosis 2017: 1013406 - [c85]Liyun Tu, Antonio R. Porras, Scott Ensel, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Albert Oh, Robert T. Keating, Gary F. Rogers, Marius George Linguraru:
Intracranial Volume Quantification from 3D Photography. CARE/CLIP@MICCAI 2017: 116-123 - [c84]Antonio R. Porras, Beatriz Paniagua, Andinet Enquobahrie, Scott Ensel, Hina Shah, Robert T. Keating, Gary F. Rogers, Marius George Linguraru:
Locally Affine Diffeomorphic Surface Registration for Planning of Metopic Craniosynostosis Surgery. MICCAI (2) 2017: 479-487 - [c83]Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Gustavo Nino, Marius George Linguraru:
Marginal shape deep learning: applications to pediatric lung field segmentation. Medical Imaging: Image Processing 2017: 1013304 - [c82]Niharika Gajawelli, Sean C. L. Deoni, Jie Shi, Holly Dirks, Marius George Linguraru, Marvin D. Nelson, Yalin Wang, Natasha Leporé:
Cranial thickness changes in early childhood. SIPAIM 2017: 105720O - [e7]M. Jorge Cardoso, Tal Arbel, Xiongbiao Luo, Stefan Wesarg, Tobias Reichl, Miguel Ángel González Ballester, A. Jonathan McLeod, Klaus Drechsler, Terry M. Peters, Marius Erdt, Kensaku Mori, Marius George Linguraru, Andreas Uhl, Cristina Oyarzun Laura, Raj Shekhar:
Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures - 4th International Workshop, CARE 2017, and 6th International Workshop, CLIP 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings. Lecture Notes in Computer Science 10550, Springer 2017, ISBN 978-3-319-67542-8 [contents] - 2016
- [j19]Elsa D. Angelini, Riccardo Bellazzi, Walter G. Besio, Marius George Linguraru:
Guest Editorial IEEE EMBC 2015. IEEE J. Biomed. Health Informatics 20(5): 1215 (2016) - [j18]Awais Mansoor, Juan J. Cerrolaza, Rabia Idrees, Elijah Biggs, Mohammad A. Alsharid, Robert A. Avery, Marius George Linguraru:
Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. IEEE Trans. Medical Imaging 35(8): 1856-1865 (2016) - [j17]Juan J. Cerrolaza, Nabile M. Safdar, Elijah Biggs, James Jago, Craig A. Peters, Marius George Linguraru:
Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging 35(11): 2393-2402 (2016) - [c81]Awais Mansoor, Geovanny F. Perez, Gustavo Nino, Marius George Linguraru:
Automatic tissue characterization of air trapping in chest radiographs using deep neural networks. EMBC 2016: 97-100 - [c80]Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Marius George Linguraru, Naoufel Werghi:
3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. ICIP 2016: 3204-3208 - [c79]Juan J. Cerrolaza, Antonio R. Porras, Awais Mansoor, Qian Zhao, Marshall Summar, Marius George Linguraru:
Identification of dysmorphic syndromes using landmark-specific local texture descriptors. ISBI 2016: 1080-1083 - [c78]Awais Mansoor, Marius George Linguraru:
Generic method for intensity standardization of medical images using multiscale curvelet representation. ISBI 2016: 1320-1323 - [c77]Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru:
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Medical Imaging: Computer-Aided Diagnosis 2016: 97851Q - [c76]Awais Mansoor, Rafael Casas, Marius George Linguraru:
Spatial context learning approach to automatic segmentation of pleural effusion in chest computed tomography images. Medical Imaging: Computer-Aided Diagnosis 2016: 978514 - [c75]Antonio R. Porras, Dzenan Zukic, Andinet Enquobahrie, Gary F. Rogers, Marius George Linguraru:
Personalized Optimal Planning for the Surgical Correction of Metopic Craniosynostosis. CLIP@MICCAI 2016: 60-67 - [c74]Juan J. Cerrolaza, Ronald M. Summers, Marius George Linguraru:
Soft Multi-organ Shape Models via Generalized PCA: A General Framework. MICCAI (3) 2016: 219-228 - [c73]Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Naoufel Werghi, Marius George Linguraru:
Facial landmarks detection using 3D constrained local model on mesh manifold. MWSCAS 2016: 1-4 - [e6]Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt, Marius George Linguraru:
Clinical Image-Based Procedures. Translational Research in Medical Imaging - 4th International Workshop, CLIP 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015. Revised Selected Papers. Lecture Notes in Computer Science 9401, Springer 2016, ISBN 978-3-319-31807-3 [contents] - [e5]Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura:
Clinical Image-Based Procedures. Translational Research in Medical Imaging - 5th International Workshop, CLIP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings. Lecture Notes in Computer Science 9958, 2016, ISBN 978-3-319-46471-8 [contents] - 2015
- [j16]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers:
Computer-aided detection of exophytic renal lesions on non-contrast CT images. Medical Image Anal. 19(1): 15-29 (2015) - [j15]Juan J. Cerrolaza, Mauricio Reyes, Ronald M. Summers, Miguel Ángel González Ballester, Marius George Linguraru:
Automatic multi-resolution shape modeling of multi-organ structures. Medical Image Anal. 25(1): 11-21 (2015) - [j14]Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Ronald M. Summers, Noriyuki Tomiyama, Yoshinobu Sato:
Abdominal multi-organ segmentation from CT images using conditional shape-location and unsupervised intensity priors. Medical Image Anal. 26(1): 1-18 (2015) - [j13]Shijun Wang, Diana Li, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, Ronald M. Summers:
Optimizing area under the ROC curve using semi-supervised learning. Pattern Recognit. 48(1): 276-287 (2015) - [c72]Juan J. Cerrolaza, Enrico Grisan, Nabile M. Safdar, Emmarie Myers, James Jago, Craig A. Peters, Marius George Linguraru:
Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. EMBC 2015: 157-160 - [c71]Kazunori Okada, Marzieh Golbaz, Awais Mansoor, Geovanny F. Perez, Krishna Pancham, Abia Khan, Gustavo Nino, Marius George Linguraru:
Severity quantification of pediatric viral respiratory illnesses in chest X-ray images. EMBC 2015: 165-168 - [c70]Marwa Chendeb, Claudio Tortorici, Hassan Al-Muhairi, Habiba AlSafar, Marius George Linguraru, Naoufel Werghi:
Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. EMBC 2015: 169-172 - [c69]Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru:
Constrained local model with independent component analysis and kernel density estimation: Application to down syndrome detection. ISBI 2015: 967-970 - [c68]Juan J. Cerrolaza, Jennifer Q. Peng, Nabile M. Safdar, Laurie Conklin, Raymond W. Sze, Marius George Linguraru:
Quantification, validation, and follow-up of small bowel motility in Crohn's disease. Medical Imaging: Computer-Aided Diagnosis 2015: 94141D - [c67]Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru:
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CLIP@MICCAI 2015: 104-112 - [c66]Juan J. Cerrolaza, Christopher Meyer, James Jago, Craig A. Peters, Marius George Linguraru:
Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. MICCAI (3) 2015: 711-718 - [i1]Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru:
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CoRR abs/1508.01128 (2015) - 2014
- [j12]Carlos S. Mendoza, Nabile M. Safdar, Kazunori Okada, Emmarie Myers, Gary F. Rogers, Marius George Linguraru:
Personalized assessment of craniosynostosis via statistical shape modeling. Medical Image Anal. 18(4): 635-646 (2014) - [j11]Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Lindsay Kehoe, Dina J. Zand, Raymond W. Sze, Marshall Summar, Marius George Linguraru:
Digital facial dysmorphology for genetic screening: Hierarchical constrained local model using ICA. Medical Image Anal. 18(5): 699-710 (2014) - [j10]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers:
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. Medical Image Anal. 18(5): 725-739 (2014) - [c65]Qian Zhao, Naoufel Werghi, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru:
Ensemble learning for the detection of facial dysmorphology. EMBC 2014: 754-757 - [c64]Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Antony Koroulakis, Chunzhe Duan, Anthony Sandler, Marius George Linguraru:
Cartilage estimation in noncontrast thoracic CT. ISBI 2014: 409-412 - [c63]Juan J. Cerrolaza, Nabile M. Safdar, Craig A. Peters, Emmarie Myers, James Jago, Marius George Linguraru:
Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. ISBI 2014: 633-636 - [c62]Xin Kang, Qian Zhao, Karun Sharma,