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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

Data Science Core Investigator, Department of Radiology

Postdoctoral Training

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

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

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. 2019 Oct 07;

Globally-Aware Multiple Instance Classifier for Breast Cancer Screening

Shen, Yiqiu; Wu, Nan; Phang, Jason; Park, Jungkyu; Kim, Gene; Moy, Linda; Cho, Kyunghyun; Geras, Krzysztof J

Machine learning in medical imaging. MLMI (Workshop). 2019 Oct; 11861:18-26

Artificial Intelligence for Mammography and Digital Breast Tomosynthesis: Current Concepts and Future Perspectives

Geras, Krzysztof J; Mann, Ritse M; Moy, Linda

Radiology. 2019 Sep 24; 182627

Machine learning in breast MRI

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

Journal of magnetic resonance imaging. 2019 Jul 05;

New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence

Gao, Yiming; Geras, Krzysztof J; Lewin, Alana A; Moy, Linda

AJR. American journal of roentgenology. 2019 Feb; 212(2):300-307

See All Publications (8)

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