Ella Barkan

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 15

Top Topics

Ordinal Classification

Mammographic Images

Top Venues

LABELS/DLMIA@MICCAI

DLMIA/ML-CDS@MICCAI

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Publications

Michal Chorev, Vesna Resende Barros, Adam Spiro, Ella Evron, Ella Barkan, Oren Kagan, Mika Amit, Michal Ozery-Flato, Ayelet Akselrod-Ballin, Varda Shalev, Michal Rosen-Zvi, Michal Guindy
Leveraging Comprehensive Health Records for Breast Cancer Risk Prediction: A Binational Assessment. AMIA (2022)
Yoel Shoshan, Aviad Zlotnick, Vadim Ratner, Daniel Khapun, Ella Barkan, Flora Gilboa-Solomon
Beyond Non-maximum Suppression - Detecting Lesions in Digital Breast Tomosynthesis Volumes. MICCAI (5) (2021)
Jungkyu Park, Yoel Shoshan, Robert Martí, Pablo Gómez del Campo, Vadim Ratner, Daniel Khapun, Aviad Zlotnick, Ella Barkan, Flora Gilboa-Solomon, Jakub Chledowski, Jan Witowski, Alexandra Millet, Eric Kim, Alana Lewin, Kristine Pysarenko, Sardius Chen, Julia Goldberg, Shalin Patel, Anastasia Plaunova, Melanie Wegener, Stacey Wolfson, Jiyon Lee, Sana Hava, Sindhoora Murthy, Linda Du, Sushma Gaddam, Ujas Parikh, Laura Heacock, Linda Moy, Beatriu Reig, Michal Rosen-Zvi, Krzysztof J. Geras
Lessons from the first DBTex Challenge. Nat. Mach. Intell. 3 (8) (2021)
Tal Tlusty, Michal Ozery-Flato, Vesna Resende Barros, Ella Barkan, Mika Amit, David Gruen, Michal Guindy, Tal Arazi, Mona Rozin, Michal Rosen-Zvi, Efrat Hexter
Pre-biopsy Multi-class Classification of Breast Lesion Pathology in Mammograms. MLMI@MICCAI (2021)
Lior Ness, Ella Barkan, Michal Ozery-Flato
Improving the Performance and Explainability of Mammogram Classifiers with Local Annotations. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Ayelet Akselrod-Ballin, Leonid Karlinsky, Sharon Alpert, Sharbell Y. Hasoul, Rami Ben-Ari, Ella Barkan
A CNN based method for automatic mass detection and classification in mammograms. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7 (3) (2019)
Shaked Perek, Lior Ness, Mika Amit, Ella Barkan, Guy Amit
Learning from Longitudinal Mammography Studies. MICCAI (6) (2019)
Shaked Perek, Alon Hazan, Ella Barkan, Ayelet Akselrod-Ballin
Siamese Network for Dual-View Mammography Mass Matching. RAMBO+BIA+TIA@MICCAI (2018)
Shaked Perek, Alon Hazan, Ella Barkan, Ayelet Akselrod-Ballin
Mammography Dual View Mass Correspondence. CoRR (2018)
Ayelet Akselrod-Ballin, Leonid Karlinsky, Alon Hazan, Ran Bakalo, Ami Ben Horesh, Yoel Shoshan, Ella Barkan
Deep Learning for Automatic Detection of Abnormal Findings in Breast Mammography. DLMIA/ML-CDS@MICCAI (2017)
Yoni Choukroun, Ran Bakalo, Rami Ben-Ari, Ayelet Akselrod-Ballin, Ella Barkan, Pavel Kisilev
Mammogram Classification and Abnormality Detection from Nonlocal Labels using Deep Multiple Instance Neural Network. VCBM (2017)
Ayelet Akselrod-Ballin, Leonid Karlinsky, Sharon Alpert, Sharbell Y. Hasoul, Rami Ben-Ari, Ella Barkan
A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography. LABELS/DLMIA@MICCAI (2016)
Pavel Kisilev, Eli Sason, Ella Barkan, Sharbell Y. Hashoul
Medical Image Description Using Multi-task-loss CNN. LABELS/DLMIA@MICCAI (2016)
Pavel Kisilev, Eugene Walach, Ella Barkan, Boaz Ophir, Sharon Alpert, Sharbell Y. Hashoul
From medical image to automatic medical report generation. IBM J. Res. Dev. 59 (2/3) (2015)
Pavel Kisilev, Eugene Walach, Sharbell Y. Hashoul, Ella Barkan, Boaz Ophir, Sharon Alpert
Semantic description of medical image findings: structured learning approach. BMVC (2015)
Sivan Gleichman, Boaz Ophir, Amir Geva, Mattias Marder, Ella Barkan, Eli Packer
Detection and Segmentation of Antialiased Text in Screen Images. ICDAR (2011)
Yaakov Navon, Ella Barkan, Boaz Ophir
A Generic Form Processing Approach for Large Variant Templates. ICDAR (2009)
Ella Barkan, Dan Gordon
CP3: Robust, Output-sensitive Display of Convex Polyhedra in Scanline Mode. Comput. Graph. Forum 20 (4) (2001)
Ella Barkan, Dan Gordon
The scanline principle: efficient conversion of display algorithms into scanline mode. Vis. Comput. 15 (5) (1999)