Ella Barkan

Predicting Breast Cancer by Applying Deep Learning to Linked Health Records and Mammograms

Ayelet Akselrod-Ballin, Michal Chorev, Yoel Shoshan et al. · Radiology · 2019 · 191 citations

Artificial Intelligence for Reducing Workload in Breast Cancer Screening with Digital Breast Tomosynthesis

Yoel Shoshan, Ran Bakalo, Flora Gilboa-Solomon et al. · Radiology · 2022 · 66 citations · Full text

From medical image to automatic medical report generation

Pavel Kisilev, Eugene Walach, Ella Barkan et al. · IBM Journal of Research and Development · 2015 · 49 citations

Engineering, Machine Learning, Standard Radiology Lexicon +20

A CNN based method for automatic mass detection and classification in mammograms

Ayelet Akselrod-Ballin, Leonid Karlinsky, Sharon Alpert et al. · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization · 2017 · 31 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Mammogram Classification and Abnormality Detection from Nonlocal Labels using Deep Multiple Instance Neural Network

Yoni Choukroun, Ran Bakalo, Rami Ben‐Ari et al. · Eurographics · 2017 · 26 citations · Full text