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Page 1
An Efficient Deep Neural Network to Classify Large 3D Images With Small Objects.
Park J, Chledowski J, Jastrzebski S, Witowski J, Xu Y, Du L, Gaddam S, Kim E, Lewin A, Parikh U, Plaunova A, Chen S, Millet A, Park J, Pysarenko K, Patel S, Goldberg J, Wegener M, Moy L, Heacock L, Reig B, Geras KJ. Park J, et al. Among authors: geras kj. IEEE Trans Med Imaging. 2024 Jan;43(1):351-365. doi: 10.1109/TMI.2023.3302799. Epub 2024 Jan 2. IEEE Trans Med Imaging. 2024. PMID: 37590109 Free PMC article.
Improving Information Extraction from Pathology Reports using Named Entity Recognition.
Zeng KG, Dutt T, Witowski J, Kranthi Kiran GV, Yeung F, Kim M, Kim J, Pleasure M, Moczulski C, Lopez LJL, Zhang H, Harbi MA, Shamout FE, Major VJ, Heacock L, Moy L, Schnabel F, Pak LM, Shen Y, Geras KJ. Zeng KG, et al. Among authors: geras kj. Res Sq [Preprint]. 2023 Jul 3:rs.3.rs-3035772. doi: 10.21203/rs.3.rs-3035772/v1. Res Sq. 2023. PMID: 37461545 Free PMC article. Preprint.
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians.
Dvijotham KD, Winkens J, Barsbey M, Ghaisas S, Stanforth R, Pawlowski N, Strachan P, Ahmed Z, Azizi S, Bachrach Y, Culp L, Daswani M, Freyberg J, Kelly C, Kiraly A, Kohlberger T, McKinney S, Mustafa B, Natarajan V, Geras K, Witowski J, Qin ZZ, Creswell J, Shetty S, Sieniek M, Spitz T, Corrado G, Kohli P, Cemgil T, Karthikesalingam A. Dvijotham KD, et al. Among authors: geras k. Nat Med. 2023 Jul;29(7):1814-1820. doi: 10.1038/s41591-023-02437-x. Epub 2023 Jul 17. Nat Med. 2023. PMID: 37460754
A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis.
Konz N, Buda M, Gu H, Saha A, Yang J, Chledowski J, Park J, Witowski J, Geras KJ, Shoshan Y, Gilboa-Solomon F, Khapun D, Ratner V, Barkan E, Ozery-Flato M, Martí R, Omigbodun A, Marasinou C, Nakhaei N, Hsu W, Sahu P, Hossain MB, Lee J, Santos C, Przelaskowski A, Kalpathy-Cramer J, Bearce B, Cha K, Farahani K, Petrick N, Hadjiiski L, Drukker K, Armato SG 3rd, Mazurowski MA. Konz N, et al. Among authors: geras kj. JAMA Netw Open. 2023 Feb 1;6(2):e230524. doi: 10.1001/jamanetworkopen.2023.0524. JAMA Netw Open. 2023. PMID: 36821110 Free PMC article.
Improving breast cancer diagnostics with deep learning for MRI.
Witowski J, Heacock L, Reig B, Kang SK, Lewin A, Pysarenko K, Patel S, Samreen N, Rudnicki W, Łuczyńska E, Popiela T, Moy L, Geras KJ. Witowski J, et al. Among authors: geras kj. Sci Transl Med. 2022 Sep 28;14(664):eabo4802. doi: 10.1126/scitranslmed.abo4802. Epub 2022 Sep 28. Sci Transl Med. 2022. PMID: 36170446 Free PMC article.
Differences between human and machine perception in medical diagnosis.
Makino T, Jastrzębski S, Oleszkiewicz W, Chacko C, Ehrenpreis R, Samreen N, Chhor C, Kim E, Lee J, Pysarenko K, Reig B, Toth H, Awal D, Du L, Kim A, Park J, Sodickson DK, Heacock L, Moy L, Cho K, Geras KJ. Makino T, et al. Among authors: geras kj. Sci Rep. 2022 Apr 27;12(1):6877. doi: 10.1038/s41598-022-10526-z. Sci Rep. 2022. PMID: 35477730 Free PMC article.
Artificial intelligence system reduces false-positive findings in the interpretation of breast ultrasound exams.
Shen Y, Shamout FE, Oliver JR, Witowski J, Kannan K, Park J, Wu N, Huddleston C, Wolfson S, Millet A, Ehrenpreis R, Awal D, Tyma C, Samreen N, Gao Y, Chhor C, Gandhi S, Lee C, Kumari-Subaiya S, Leonard C, Mohammed R, Moczulski C, Altabet J, Babb J, Lewin A, Reig B, Moy L, Heacock L, Geras KJ. Shen Y, et al. Among authors: geras kj. Nat Commun. 2021 Sep 24;12(1):5645. doi: 10.1038/s41467-021-26023-2. Nat Commun. 2021. PMID: 34561440 Free PMC article.
26 results