Sotabase

Career

· Bachelor of Science, Bilkent University
· Senior Data Scientist, Getty Images
· Master's Degree, McGill University
· Research, Sunnybrook Research Institute
· Researcher, University of Toronto

Publications (14)

Deep neural network models for computational histopathology: A survey
Medical Image Anal. · 2019
663
cited
Self supervised contrastive learning for digital histopathology
Machine Learning with Applications · 2020
370
cited
Overcoming the limitations of patch-based learning to detect cancer in whole slide images
Scientific Reports · 2020
47
cited
Learning to segment images with classification labels
Medical Image Anal. · 2019
28
cited
Multi-layer Domain Adaptation for Deep Convolutional Networks
DART/MIL3ID@MICCAI · 2019
13
cited
Predicting histopathology markers of endometrial carcinoma with a quantitative image analysis approach based on spherical harmonics in multiparametric MRI.
Diagnostic and Interventional Imaging · 2022
10
cited
Resource and data efficient self supervised learning
2021
6
cited
Sotabase