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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

An efficient deep neural network to classify large 3D images with small objects

Park, Jungkyu; Chledowski, Jakub; Jastrzebski, Stanislaw; Witowski, Jan; Xu, Yanqi; Du, Linda; Gaddam, Sushma; Kim, Eric; Lewin, Alana; Parikh, Ujas; Plaunova, Anastasia; Chen, Sardius; Millet, Alexandra; Park, James; Pysarenko, Kristine; Patel, Shalin; Goldberg, Julia; Wegener, Melanie; Moy, Linda; Heacock, Laura; Reig, Beatriu; Geras, Krzysztof J

IEEE transactions on medical imaging. 2024 Jan; 43(1):351-365

Improving Information Extraction from Pathology Reports using Named Entity Recognition

Zeng, Ken G; Dutt, Tarun; Witowski, Jan; Kranthi Kiran, G V; Yeung, Frank; Kim, Michelle; Kim, Jesi; Pleasure, Mitchell; Moczulski, Christopher; Lopez, L Julian Lechuga; Zhang, Hao; Harbi, Mariam Al; Shamout, Farah E; Major, Vincent J; Heacock, Laura; Moy, Linda; Schnabel, Freya; Pak, Linda M; Shen, Yiqiu; Geras, Krzysztof J

Research square. 2023 Jul 03;

Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians

Dvijotham, Krishnamurthy Dj; Winkens, Jim; Barsbey, Melih; Ghaisas, Sumedh; Stanforth, Robert; Pawlowski, Nick; Strachan, Patricia; Ahmed, Zahra; Azizi, Shekoofeh; Bachrach, Yoram; Culp, Laura; Daswani, Mayank; Freyberg, Jan; Kelly, Christopher; Kiraly, Atilla; Kohlberger, Timo; McKinney, Scott; Mustafa, Basil; Natarajan, Vivek; Geras, Krzysztof; Witowski, Jan; Qin, Zhi Zhen; Creswell, Jacob; Shetty, Shravya; Sieniek, Marcin; Spitz, Terry; Corrado, Greg; Kohli, Pushmeet; Cemgil, Taylan; Karthikesalingam, Alan

Nature medicine. 2023 Jul; 29(7):1814-1820

A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis

Konz, Nicholas; Buda, Mateusz; Gu, Hanxue; Saha, Ashirbani; Yang, Jichen; Chledowski, Jakub; Park, Jungkyu; Witowski, Jan; Geras, Krzysztof J; Shoshan, Yoel; Gilboa-Solomon, Flora; Khapun, Daniel; Ratner, Vadim; Barkan, Ella; Ozery-Flato, Michal; Martí, Robert; Omigbodun, Akinyinka; Marasinou, Chrysostomos; Nakhaei, Noor; Hsu, William; Sahu, Pranjal; Hossain, Md Belayat; Lee, Juhun; Santos, Carlos; Przelaskowski, Artur; Kalpathy-Cramer, Jayashree; Bearce, Benjamin; Cha, Kenny; Farahani, Keyvan; Petrick, Nicholas; Hadjiiski, Lubomir; Drukker, Karen; Armato, Samuel G; Mazurowski, Maciej A

JAMA network open. 2023 Feb 01; 6(2):e230524

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

See All Publications (34)

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