Jacob Sosna

26 papers Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Annotation-efficient deep learning detection and measurement of mediastinal lymph nodes in CT.
Int. J. Comput. Assist. Radiol. Surg.
Alon Olesinski, Richard Lederman, Yusef Azraq, Jacob Sosna, Leo Joskowicz
2025 J jnl
Streamlining the annotation process by radiologists of volumetric medical images with few-shot learning.
Int. J. Comput. Assist. Radiol. Surg.
Alina Ryabtsev, Richard Lederman, Jacob Sosna, Leo Joskowicz
2024 J jnl
A graph-theoretic approach for the analysis of lesion changes and lesions detection review in longitudinal oncological imaging.
Medical Image Anal.
Beniamin Di Veroli, Richard Lederman, Yigal Shoshan, Jacob Sosna, Leo Joskowicz
2024 J jnl
Graph-based automatic detection and classification of lesion changes in pairs of CT studies for oncology follow-up.
Int. J. Comput. Assist. Radiol. Surg.
Shalom Rochman, Adi Szeskin, Richard Lederman, Jacob Sosna, Leo Joskowicz
2024 J jnl
MC3DU-Net: a multisequence cascaded pipeline for the detection and segmentation of pancreatic cysts in MRI.
Int. J. Comput. Assist. Radiol. Surg.
Nir Mazor, Gili Dar, Richard Lederman, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz
2023 — conf
Graph-Theoretic Automatic Lesion Tracking and Detection of Patterns of Lesion Changes in Longitudinal CT Studies.
MICCAI (5)
Beniamin Di Veroli, Richard Lederman, Jacob Sosna, Leo Joskowicz
2023 J jnl
Liver lesion changes analysis in longitudinal CECT scans by simultaneous deep learning voxel classification with SimU-Net.
Medical Image Anal.
Adi Szeskin, Shalom Rochman, Snir Weiss, Richard Lederman, Jacob Sosna, Leo Joskowicz
2023 J jnl
The Liver Tumor Segmentation Benchmark (LiTS).
Medical Image Anal.
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
2019 J jnl
In-Cell Determination of Lactate Dehydrogenase Activity in a Luminal Breast Cancer Model -
Sensors
Yael Adler-Levy, Atara Nardi-Schreiber, Talia Harris, David Shaul, Sivaranjan Uppala, Gal Sapir, Naama Lev-Cohain, Jacob Sosna, Shraga Nahum Goldberg, J. Moshe Gomori, Rachel Katz-Brull
2019 J jnl
The Liver Tumor Segmentation Benchmark (LiTS).
CoRR
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
2018 J jnl
A fully automatic end-to-end method for content-based image retrieval of CT scans with similar liver lesion annotations.
Int. J. Comput. Assist. Radiol. Surg.
Assaf B. Spanier, N. Caplan, Jacob Sosna, Burak Acar, Leo Joskowicz
2018 J jnl
Automatic segmentation variability estimation with segmentation priors.
Medical Image Anal.
Leo Joskowicz, D. Cohen, N. Caplan, Jacob Sosna
2018 J jnl
Patient-specific and global convolutional neural networks for robust automatic liver tumor delineation in follow-up CT studies.
Medical Biol. Eng. Comput.
Refael Vivanti, Leo Joskowicz, Naama Lev-Cohain, Ariel Ephrat, Jacob Sosna
2017 J jnl
Automatic detection of new tumors and tumor burden evaluation in longitudinal liver CT scan studies.
Int. J. Comput. Assist. Radiol. Surg.
Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz
2015 — conf
Automatic Liver Tumor Segmentation in Follow-Up CT Scans: Preliminary Method and Results.
Patch-MI@MICCAI
Refael Vivanti, Ariel Ephrat, Leo Joskowicz, Naama Lev-Cohain, Onur A. Karaaslan, Jacob Sosna
2015 J jnl
Automatic lung tumor segmentation with leaks removal in follow-up CT studies.
Int. J. Comput. Assist. Radiol. Surg.
Refael Vivanti, Leo Joskowicz, Onur A. Karaaslan, Jacob Sosna
2014 — conf
Automatic Lung Tumor Segmentation with Leaks Removal in Follow-up CT Studies.
CLIP@MICCAI
Refael Vivanti, Onur A. Karaaslan, Leo Joskowicz, Jacob Sosna
2012 — conf
Anatomical Structures Segmentation by Spherical 3D Ray Casting and Gradient Domain Editing.
MICCAI (2)
Achia Kronman, Leo Joskowicz, Jacob Sosna
2012 J jnl
Carotid vasculature modeling from patient CT angiography studies for interventional procedures simulation.
Int. J. Comput. Assist. Radiol. Surg.
Moti Freiman, Leo Joskowicz, Noah Broide, Miriam Natanzon, E. Nammer, Ofek Shilon, Lior Weizman, Jacob Sosna
2011 J jnl
Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading.
Medical Image Anal.
K. Hameeteman, Maria A. Zuluaga, Moti Freiman, Leo Joskowicz, Olivier Cuisenaire, Leonardo Floréz-Valencia, Mehmet Akif Gülsün, Karl Krissian, Julien Mille, Wilbur C. K. Wong, Maciej Orkisz, Hüseyin Tek, Marcela Hernández Hoyos, Fethallah Benmansour, Albert C. S. Chung, Sietske Rozie, M. van Gils, L. van den Borne, Jacob Sosna, Phillip M. Berman, N. Cohen, Philippe Douek, I. Sánchez, M. Aissat, Michiel Schaap, Coert Metz, Gabriel P. Krestin, Aad van der Lugt, Wiro J. Niessen, Theo van Walsum
2010 — conf
An iterative model-constrained graph-cut algorithm for abdominal aortic aneurysm thrombus segmentation.
ISBI
Moti Freiman, Steven J. Esses, Leo Joskowicz, Jacob Sosna
2010 — conf
Non-parametric Iterative Model Constraint Graph min-cut for Automatic Kidney Segmentation.
MICCAI (3)
Moti Freiman, Achia Kronman, Steven J. Esses, Leo Joskowicz, Jacob Sosna
2009 — conf
A variational method for vessels segmentation: algorithm and application to liver vessels visualization.
Image-Guided Procedures
Moti Freiman, Leo Joskowicz, Jacob Sosna
2009 — conf
Vessels-Cut: A Graph Based Approach to Patient-Specific Carotid Arteries Modeling.
3DPH
Moti Freiman, Noah Broide, Miriam Natanzon, Einav Namer, Ofek Shilon, Lior Weizman, Leo Joskowicz, Jacob Sosna
2008 — conf
A Bayesian Approach for Liver Analysis: Algorithm and Validation Study.
MICCAI (1)
Moti Freiman, Ofer Eliassaf, Yoav Taieb, Leo Joskowicz, Jacob Sosna
2008 J jnl
An iterative Bayesian approach for nearly automatic liver segmentation: algorithm and validation.
Int. J. Comput. Assist. Radiol. Surg.
Moti Freiman, Ofer Eliassaf, Yoav Taieb, Leo Joskowicz, Yusef Azraq, Jacob Sosna