Krzysztof J. GerasAffiliations:
- New York University, Center for Data Science, NY, USA
According to our database1, Krzysztof J. Geras authored at least 34 papers between 2012 and 2022.
Legend:Book In proceedings Article PhD thesis Other
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization.
Medical Image Anal., 2021
Reducing False-Positive Biopsies using Deep Neural Networks that Utilize both Local and Global Image Context of Screening Mammograms.
J. Digit. Imaging, 2021
Towards dynamic multi-modal phenotyping using chest radiographs and physiological data.
COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction.
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
IEEE Trans. Medical Imaging, 2020
Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability.
Reducing false-positive biopsies with deep neural networks that utilize local and global information in screening mammograms.
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department.
Understanding the robustness of deep neural network classifiers for breast cancer screening.
Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Improving localization-based approaches for breast cancer screening exam classification.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks.
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 29th International Conference on Machine Learning, 2012