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Picture for Eyal Klang

Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans


Jul 26, 2021
Noa Cahan, Edith M. Marom, Shelly Soffer, Yiftach Barash, Eli Konen, Eyal Klang, Hayit Greenspan

* 12 pages, 6 figures, 5 tables 

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The Liver Tumor Segmentation Benchmark (LiTS)


Jan 13, 2019
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 Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipkovà, John Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Eugene Vorontsov, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Gruen, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Marianne M. 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

* conference 

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Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection


Jul 23, 2018
Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Shelly Soffer, Simona Ben-Haim, Eli Konen, Michal Marianne Amitai, Hayit Greenspan

* Preprint submitted to Engineering applications of artificial intelligence 

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GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification


Mar 03, 2018
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan

* Preprint submitted to Neurocomputing 

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Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification


Jan 08, 2018
Maayan Frid-Adar, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan

* To be presented at IEEE International Symposium on Biomedical Imaging (ISBI), 2018 

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Anatomical Data Augmentation For CNN based Pixel-wise Classification


Jan 07, 2018
Avi Ben-Cohen, Eyal Klang, Michal Marianne Amitai, Jacob Goldberger, Hayit Greenspan

* To be presented at IEEE ISBI 2018 

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Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results


Jul 30, 2017
Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Michal Marianne Amitai, Hayit Greenspan

* To be presented at SASHIMI2017: Simulation and Synthesis in Medical Imaging, MICCAI 2017 

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Modeling the Intra-class Variability for Liver Lesion Detection using a Multi-class Patch-based CNN


Jul 20, 2017
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan

* To be presented at PatchMI: 3rd International Workshop on Patch-based Techniques in Medical Imaging, MICCAI 2017 

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