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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: park j. JAMA Netw Open. 2023 Feb 1;6(2):e230524. doi: 10.1001/jamanetworkopen.2023.0524. JAMA Netw Open. 2023. PMID: 36821110 Free PMC article.
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening.
Shen Y, Wu N, Phang J, Park J, Kim G, Moy L, Cho K, Geras KJ. Shen Y, et al. Among authors: park j. Mach Learn Med Imaging. 2019 Oct;11861:18-26. doi: 10.1007/978-3-030-32692-0_3. Epub 2019 Oct 10. Mach Learn Med Imaging. 2019. PMID: 32149282 Free PMC article.
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department.
Shamout FE, Shen Y, Wu N, Kaku A, Park J, Makino T, Jastrzębski S, Witowski J, Wang D, Zhang B, Dogra S, Cao M, Razavian N, Kudlowitz D, Azour L, Moore W, Lui YW, Aphinyanaphongs Y, Fernandez-Granda C, Geras KJ. Shamout FE, et al. Among authors: park j. NPJ Digit Med. 2021 May 12;4(1):80. doi: 10.1038/s41746-021-00453-0. NPJ Digit Med. 2021. PMID: 33980980 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: park j. Nat Commun. 2021 Sep 24;12(1):5645. doi: 10.1038/s41467-021-26023-2. Nat Commun. 2021. PMID: 34561440 Free PMC article.
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. 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.
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department.
Shamout FE, Shen Y, Wu N, Kaku A, Park J, Makino T, Jastrzębski S, Witowski J, Wang D, Zhang B, Dogra S, Cao M, Razavian N, Kudlowitz D, Azour L, Moore W, Lui YW, Aphinyanaphongs Y, Fernandez-Granda C, Geras KJ. Shamout FE, et al. Among authors: park j. ArXiv [Preprint]. 2020 Nov 4:arXiv:2008.01774v2. ArXiv. 2020. Update in: NPJ Digit Med. 2021 May 12;4(1):80. doi: 10.1038/s41746-021-00453-0 PMID: 32793769 Free PMC article. Updated. Preprint.
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening.
Wu N, Phang J, Park J, Shen Y, Huang Z, Zorin M, Jastrzebski S, Fevry T, Katsnelson J, Kim E, Wolfson S, Parikh U, Gaddam S, Lin LLY, Ho K, Weinstein JD, Reig B, Gao Y, Toth H, Pysarenko K, Lewin A, Lee J, Airola K, Mema E, Chung S, Hwang E, Samreen N, Kim SG, Heacock L, Moy L, Cho K, Geras KJ. Wu N, et al. Among authors: park j. IEEE Trans Med Imaging. 2020 Apr;39(4):1184-1194. doi: 10.1109/TMI.2019.2945514. Epub 2019 Oct 7. IEEE Trans Med Imaging. 2020. PMID: 31603772 Free PMC article.
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