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Page 1
Radiologist-Level Performance by Using Deep Learning for Segmentation of Breast Cancers on MRI Scans.
Hirsch L, Huang Y, Luo S, Rossi Saccarelli C, Lo Gullo R, Daimiel Naranjo I, Bitencourt AGV, Onishi N, Ko ES, Leithner D, Avendano D, Eskreis-Winkler S, Hughes M, Martinez DF, Pinker K, Juluru K, El-Rowmeim AE, Elnajjar P, Morris EA, Makse HA, Parra LC, Sutton EJ. Hirsch L, et al. Among authors: elnajjar p. Radiol Artif Intell. 2021 Dec 15;4(1):e200231. doi: 10.1148/ryai.200231. eCollection 2022 Jan. Radiol Artif Intell. 2021. PMID: 35146431 Free PMC article.
Integrating Al Algorithms into the Clinical Workflow.
Juluru K, Shih HH, Keshava Murthy KN, Elnajjar P, El-Rowmeim A, Roth C, Genereaux B, Fox J, Siegel E, Rubin DL. Juluru K, et al. Among authors: elnajjar p. Radiol Artif Intell. 2021 Aug 4;3(6):e210013. doi: 10.1148/ryai.2021210013. eCollection 2021 Nov. Radiol Artif Intell. 2021. PMID: 34870216 Free PMC article.
Report Automation.
Juluru K, Elnajjar P. Juluru K, et al. Among authors: elnajjar p. Tech Vasc Interv Radiol. 2022 Dec;25(4):100860. doi: 10.1016/j.tvir.2022.100860. Epub 2022 Sep 6. Tech Vasc Interv Radiol. 2022. PMID: 36404063
Federated learning for predicting clinical outcomes in patients with COVID-19.
Dayan I, Roth HR, Zhong A, Harouni A, Gentili A, Abidin AZ, Liu A, Costa AB, Wood BJ, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan P, Xu D, Wu D, Huang E, Kitamura FC, Lacey G, de Antônio Corradi GC, Nino G, Shin HH, Obinata H, Ren H, Crane JC, Tetreault J, Guan J, Garrett JW, Kaggie JD, Park JG, Dreyer K, Juluru K, Kersten K, Rockenbach MABC, Linguraru MG, Haider MA, AbdelMaseeh M, Rieke N, Damasceno PF, E Silva PMC, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist TM, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon YJ, Quraini A, Feng A, Priest AN, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Díez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess CP, Compas C, Bhatia D, Oermann EK, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Murthy KNK, Fu LC, de Mendonça MRF, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod SL, Reed S, Gräf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lavor VL, Rakvongthai Y, Lee YR, Wen Y, Gilbert FJ, Flores MG, Li Q. Dayan I, et al. Among authors: elnajjar p. Nat Med. 2021 Oct;27(10):1735-1743. doi: 10.1038/s41591-021-01506-3. Epub 2021 Sep 15. Nat Med. 2021. PMID: 34526699 Free PMC article.
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