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Krzysztof J. Geras

Krzysztof J. Geras

Assistant Professor, Department of Radiology

Keywords
machine learning, deep learning, breast cancer

Academic office

660 1ST AVENUE

3, 313

NEW YORK, NY 10016

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Positions

Assistant Professor, Department of Radiology at NYU Grossman School of Medicine

Data Science Core Investigator, Department of Radiology

Postdoctoral Training

NYU Center for Data Science, Computational Intelligence, Learning, Vision, and Robotics

Improving breast cancer diagnostics with deep learning for MRI

Witowski, Jan; Heacock, Laura; Reig, Beatriu; Kang, Stella K; Lewin, Alana; Pysarenko, Kristine; Patel, Shalin; Samreen, Naziya; Rudnicki, Wojciech; Łuczyńska, Elżbieta; Popiela, Tadeusz; Moy, Linda; Geras, Krzysztof J

Science translational medicine. 2022 Sep 28; 14(664):eabo4802

Estimation of the capillary level input function for dynamic contrast-enhanced MRI of the breast using a deep learning approach

Bae, Jonghyun; Huang, Zhengnan; Knoll, Florian; Geras, Krzysztof; Pandit Sood, Terlika; Feng, Li; Heacock, Laura; Moy, Linda; Kim, Sungheon Gene

Magnetic resonance in medicine. 2022 May; 87(5):2536-2550

Differences between human and machine perception in medical diagnosis

Makino, Taro; Jastrzębski, Stanisław; Oleszkiewicz, Witold; Chacko, Celin; Ehrenpreis, Robin; Samreen, Naziya; Chhor, Chloe; Kim, Eric; Lee, Jiyon; Pysarenko, Kristine; Reig, Beatriu; Toth, Hildegard; Awal, Divya; Du, Linda; Kim, Alice; Park, James; Sodickson, Daniel K; Heacock, Laura; Moy, Linda; Cho, Kyunghyun; Geras, Krzysztof J

Scientific reports. 2022 Apr 27; 12(1):6877

Reducing False-Positive Biopsies using Deep Neural Networks that Utilize both Local and Global Image Context of Screening Mammograms

Wu, Nan; Huang, Zhe; Shen, Yiqiu; Park, Jungkyu; Phang, Jason; Makino, Taro; Gene Kim, S; Cho, Kyunghyun; Heacock, Laura; Moy, Linda; Geras, Krzysztof J

Journal of digital imaging. 2021 Dec; 34(6):1414-1423

Artificial intelligence system reduces false-positive findings in the interpretation of breast ultrasound exams

Shen, Yiqiu; Shamout, Farah E; Oliver, Jamie R; Witowski, Jan; Kannan, Kawshik; Park, Jungkyu; Wu, Nan; Huddleston, Connor; Wolfson, Stacey; Millet, Alexandra; Ehrenpreis, Robin; Awal, Divya; Tyma, Cathy; Samreen, Naziya; Gao, Yiming; Chhor, Chloe; Gandhi, Stacey; Lee, Cindy; Kumari-Subaiya, Sheila; Leonard, Cindy; Mohammed, Reyhan; Moczulski, Christopher; Altabet, Jaime; Babb, James; Lewin, Alana; Reig, Beatriu; Moy, Linda; Heacock, Laura; Geras, Krzysztof J

Nature communications. 2021 09 24; 12(1):5645

Lessons from the first DBTex Challenge

Park, Jungkyu; Shoshan, Yoel; Marti, Robert; Gómez del Campo, Pablo; Ratner, Vadim; Khapun, Daniel; Zlotnick, Aviad; Barkan, Ella; Gilboa-Solomon, Flora; ChÅ‚Ä™dowski, Jakub; Witowski, Jan; Millet, Alexandra; Kim, Eric; Lewin, Alana; Pysarenko, Kristine; Chen, Sardius; Goldberg, Julia; Patel, Shalin; Plaunova, Anastasia; Wegener, Melanie; Wolfson, Stacey; Lee, Jiyon; Hava, Sana; Murthy, Sindhoora; Du, Linda; Gaddam, Sushma; Parikh, Ujas; Heacock, Laura; Moy, Linda; Reig, Beatriu; Rosen-Zvi, Michal; Geras, Krzysztof J.

Nature machine intelligence. 2021 Aug 01; 3(<prism:issueIdentifier>8):735-736

Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis

Liu, Kangning; Shen, Yiqiu; Wu, Nan; Chłędowski, Jakub; Fernandez-Granda, Carlos; Geras, Krzysztof J

Proceedings of machine learning research. 2021 Jul; 143:268-285

A convolutional neural network for common coordinate registration of high-resolution histology images

Daly, Aidan C; Geras, Krzysztof J; Bonneau, Richard A

Bioinformatics. 2021 Jun 15; 37(22):4216-26

See All Publications (28)

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