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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

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; Chłędowski, 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

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;

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

Shamout, Farah E; Shen, Yiqiu; Wu, Nan; Kaku, Aakash; Park, Jungkyu; Makino, Taro; Jastrzębski, Stanisław; Witowski, Jan; Wang, Duo; Zhang, Ben; Dogra, Siddhant; Cao, Meng; Razavian, Narges; Kudlowitz, David; Azour, Lea; Moore, William; Lui, Yvonne W; Aphinyanaphongs, Yindalon; Fernandez-Granda, Carlos; Geras, Krzysztof J

NPJ digital medicine. 2021 May 12; 4(1):80

COVID-19 Deterioration Prediction via Self-Supervised Representation Learning and Multi-Image Prediction

Sriram, Anuroop; Muckley, Matthew; Sinha, Koustuv; Shamout, Farah; Pineau, Joelle; Geras, Krzysztof J; Azour, Lea; Aphinyanaphongs, Yindalon; Yakubova, Nafissa; Moore, William

arXiv. 2021 Jan 13;

An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization

Shen, Yiqiu; Wu, Nan; Phang, Jason; Park, Jungkyu; Liu, Kangning; Tyagi, Sudarshini; Heacock, Laura; Kim, S Gene; Moy, Linda; Cho, Kyunghyun; Geras, Krzysztof J

Medical image analysis. 2020 Dec 16; 68:101908

How to Implement AI in the Clinical Enterprise: Opportunities and Lessons Learned

Lui, Yvonne W; Geras, Krzysztof; Block, K Tobias; Parente, Marc; Hood, Joseph; Recht, Michael P

Journal of the American College of Radiology : JACR. 2020 Nov; 17(11):1394-1397

See All Publications (24)

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