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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

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

Machine learning in breast MRI

Reig, Beatriu; Heacock, Laura; Geras, Krzysztof J; Moy, Linda

Journal of magnetic resonance imaging. 2020 Oct; 52(4):998-1018

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; 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

arXiv. 2020 Aug 04;

Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

Leung, Kevin; Zhang, Bofei; Tan, Jimin; Shen, Yiqiu; Geras, Krzysztof J; Babb, James S; Cho, Kyunghyun; Chang, Gregory; Deniz, Cem M

Radiology. 2020 Jun 23; 192091

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Wu, Nan; Phang, Jason; Park, Jungkyu; Shen, Yiqiu; Huang, Zhe; Zorin, Masha; Jastrzebski, Stanislaw; Fevry, Thibault; Katsnelson, Joe; Kim, Eric; Wolfson, Stacey; Parikh, Ujas; Gaddam, Sushma; Lin, Leng Leng Young; Ho, Kara; Weinstein, Joshua D; Reig, Beatriu; Gao, Yiming; Pysarenko, Hildegard Toth Kristine; Lewin, Alana; Lee, Jiyon; Airola, Krystal; Mema, Eralda; Chung, Stephanie; Hwang, Esther; Samreen, Naziya; Kim, S Gene; Heacock, Laura; Moy, Linda; Cho, Kyunghyun; Geras, Krzysztof J

IEEE transactions on medical imaging. 2020 Apr; 39(4):1184-1194

See All Publications (20)

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