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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

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

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

Schaffter, Thomas; Buist, Diana S M; Lee, Christoph I; Nikulin, Yaroslav; Ribli, Dezso; Guan, Yuanfang; Lotter, William; Jie, Zequn; Du, Hao; Wang, Sijia; Feng, Jiashi; Feng, Mengling; Kim, Hyo-Eun; Albiol, Francisco; Albiol, Alberto; Morrell, Stephen; Wojna, Zbigniew; Ahsen, Mehmet Eren; Asif, Umar; Jimeno Yepes, Antonio; Yohanandan, Shivanthan; Rabinovici-Cohen, Simona; Yi, Darvin; Hoff, Bruce; Yu, Thomas; Chaibub Neto, Elias; Rubin, Daniel L; Lindholm, Peter; Margolies, Laurie R; McBride, Russell Bailey; Rothstein, Joseph H; Sieh, Weiva; Ben-Ari, Rami; Harrer, Stefan; Trister, Andrew; Friend, Stephen; Norman, Thea; Sahiner, Berkman; Strand, Fredrik; Guinney, Justin; Stolovitzky, Gustavo; Mackey, Lester; Cahoon, Joyce; Shen, Li; Sohn, Jae Ho; Trivedi, Hari; Shen, Yiqiu; Buturovic, Ljubomir; Pereira, Jose Costa; Cardoso, Jaime S; Castro, Eduardo; Kalleberg, Karl Trygve; Pelka, Obioma; Nedjar, Imane; Geras, Krzysztof J; Nensa, Felix; Goan, Ethan; Koitka, Sven; Caballero, Luis; Cox, David D; Krishnaswamy, Pavitra; Pandey, Gaurav; Friedrich, Christoph M; Perrin, Dimitri; Fookes, Clinton; Shi, Bibo; Cardoso Negrie, Gerard; Kawczynski, Michael; Cho, Kyunghyun; Khoo, Can Son; Lo, Joseph Y; Sorensen, A Gregory; Jung, Hwejin

JAMA network open. 2020 Mar 02; 3(3):e200265

Artificial Intelligence Explained for Nonexperts

Razavian, Narges; Knoll, Florian; Geras, Krzysztof J

Seminars in musculoskeletal radiology. 2020 Feb; 24(1):3-11

fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning

Knoll, Florian; Zbontar, Jure; Sriram, Anuroop; Muckley, Matthew J; Bruno, Mary; Defazio, Aaron; Parente, Marc; Geras, Krzysztof J; Katsnelson, Joe; Chandarana, Hersh; Zhang, Zizhao; Drozdzalv, Michal; Romero, Adriana; Rabbat, Michael; Vincent, Pascal; Pinkerton, James; Wang, Duo; Yakubova, Nafissa; Owens, Erich; Zitnick, C Lawrence; Recht, Michael P; Sodickson, Daniel K; Lui, Yvonne W

Radiology. Artificial intelligence. 2020 Jan 29; 2(1):e190007

Classifier-agnostic saliency map extraction

Zolna, Konrad; Geras, Krzysztof J.; Cho, Kyunghyun

Computer vision & image understanding : CVIU. 2020; 196:

See All Publications (11)

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