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Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.
Schaffter T, Buist DSM, Lee CI, Nikulin Y, Ribli D, Guan Y, Lotter W, Jie Z, Du H, Wang S, Feng J, Feng M, Kim HE, Albiol F, Albiol A, Morrell S, Wojna Z, Ahsen ME, Asif U, Jimeno Yepes A, Yohanandan S, Rabinovici-Cohen S, Yi D, Hoff B, Yu T, Chaibub Neto E, Rubin DL, Lindholm P, Margolies LR, McBride RB, Rothstein JH, Sieh W, Ben-Ari R, Harrer S, Trister A, Friend S, Norman T, Sahiner B, Strand F, Guinney J, Stolovitzky G; and the DM DREAM Consortium; Mackey L, Cahoon J, Shen L, Sohn JH, Trivedi H, Shen Y, Buturovic L, Pereira JC, Cardoso JS, Castro E, Kalleberg KT, Pelka O, Nedjar I, Geras KJ, Nensa F, Goan E, Koitka S, Caballero L, Cox DD, Krishnaswamy P, Pandey G, Friedrich CM, Perrin D, Fookes C, Shi B, Cardoso Negrie G, Kawczynski M, Cho K, Khoo CS, Lo JY, Sorensen AG, Jung H. Schaffter T, et al. Among authors: shen y, shen l. JAMA Netw Open. 2020 Mar 2;3(3):e200265. doi: 10.1001/jamanetworkopen.2020.0265. JAMA Netw Open. 2020. PMID: 32119094 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. Nat Commun. 2021 Sep 24;12(1):5645. doi: 10.1038/s41467-021-26023-2. Nat Commun. 2021. PMID: 34561440 Free PMC article.
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: shen y. 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.
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: shen y. 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.
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: shen y. 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.
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