Scholar
Krzysztof J. Geras
Google Scholar ID: ZMCGp48AAAAJ
New York University
Citations & Impact
Citations
6,442
H-index
30
i10-index
42
Publications
20
Co-authors
85
list available
Publications
Resume (English only)
Academic Achievements
- Published numerous papers on medical AI, including:
- - “Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening”
- - “High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks”
- - “An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization”
- - “An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department”
- - “Classifier-agnostic saliency map extraction”
- - “Breast density classification with deep convolutional neural networks”
- - “Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis”
- - “Differences between human and machine perception in medical diagnosis”
- - “Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability”
- Maintains a meta-repository of screening mammography classifiers
- Google Scholar profile available
