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Federated Learning used for predicting outcomes in SARS-COV-2 patients.
Flores M, Dayan I, Roth H, Zhong A, Harouni A, Gentili A, Abidin A, Liu A, Costa A, Wood B, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan C, Xu D, Wu D, Huang E, Kitamura F, Lacey G, César de Antônio Corradi G, Shin HH, Obinata H, Ren H, Crane J, Tetreault J, Guan J, Garrett J, Park JG, Dreyer K, Juluru K, Kersten K, Bezerra Cavalcanti Rockenbach MA, Linguraru M, Haider M, AbdelMaseeh M, Rieke N, Damasceno P, Cruz E Silva PM, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist T, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon F, Gilbert F, Kaggie J, Li Q, Quraini A, Feng A, Priest A, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Diez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess C, Compas C, Bhatia D, Oermann E, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Keshava Murthy KN, Fu LC, Furtado de Mendonça MR, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod S, Reed S, Graf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lima Lavor V, Rakvongthai Y, Lee YR, Wen Y. Flores M, et al. Among authors: gangai n. Res Sq [Preprint]. 2021 Jan 8:rs.3.rs-126892. doi: 10.21203/rs.3.rs-126892/v1. Res Sq. 2021. Update in: Nat Med. 2021 Oct;27(10):1735-1743. doi: 10.1038/s41591-021-01506-3 PMID: 33442676 Free PMC article. Updated. Preprint.
Patterns of Metastatic Disease in Patients with Cancer Derived from Natural Language Processing of Structured CT Radiology Reports over a 10-year Period.
Do RKG, Lupton K, Causa Andrieu PI, Luthra A, Taya M, Batch K, Nguyen H, Rahurkar P, Gazit L, Nicholas K, Fong CJ, Gangai N, Schultz N, Zulkernine F, Sevilimedu V, Juluru K, Simpson A, Hricak H. Do RKG, et al. Among authors: gangai n. Radiology. 2021 Oct;301(1):115-122. doi: 10.1148/radiol.2021210043. Epub 2021 Aug 3. Radiology. 2021. PMID: 34342503 Free PMC article.
FDG PET/CT imaging features and clinical utility in COVID-19.
Yeh R, Elsakka A, Wray R, Johnston RP, Gangai NC, Yarmohammadi H, Schoder H, Pandit-Taskar N. Yeh R, et al. Among authors: gangai nc. Clin Imaging. 2021 Dec;80:262-267. doi: 10.1016/j.clinimag.2021.08.002. Epub 2021 Aug 8. Clin Imaging. 2021. PMID: 34418873 Free PMC article.
Emergency room imaging in pediatric patients with cancer: analysis of the spectrum and frequency of imaging modalities and findings in a tertiary cancer center and their relationship with survival.
Woo S, Araji A, El Amine MA, Gangai N, Acquafredda E, Price AP, Trippett TM, Hricak H, Vargas HA, Behr GG. Woo S, et al. Among authors: gangai n. Cancer Imaging. 2021 Aug 28;21(1):51. doi: 10.1186/s40644-021-00421-7. Cancer Imaging. 2021. PMID: 34454626 Free PMC article.
Multimodal data integration using machine learning improves risk stratification of high-grade serous ovarian cancer.
Boehm KM, Aherne EA, Ellenson L, Nikolovski I, Alghamdi M, Vázquez-García I, Zamarin D, Long Roche K, Liu Y, Patel D, Aukerman A, Pasha A, Rose D, Selenica P, Causa Andrieu PI, Fong C, Capanu M, Reis-Filho JS, Vanguri R, Veeraraghavan H, Gangai N, Sosa R, Leung S, McPherson A, Gao J; MSK MIND Consortium; Lakhman Y, Shah SP. Boehm KM, et al. Among authors: gangai n. Nat Cancer. 2022 Jun;3(6):723-733. doi: 10.1038/s43018-022-00388-9. Epub 2022 Jun 28. Nat Cancer. 2022. PMID: 35764743 Free PMC article.
Natural Language Processing of Computed Tomography Reports to Label Metastatic Phenotypes With Prognostic Significance in Patients With Colorectal Cancer.
Causa Andrieu P, Golia Pernicka JS, Yaeger R, Lupton K, Batch K, Zulkernine F, Simpson AL, Taya M, Gazit L, Nguyen H, Nicholas K, Gangai N, Sevilimedu V, Dickinson S, Paroder V, Bates DDB, Do R. Causa Andrieu P, et al. Among authors: gangai n. JCO Clin Cancer Inform. 2022 Sep;6:e2200014. doi: 10.1200/CCI.22.00014. JCO Clin Cancer Inform. 2022. PMID: 36103642 Free PMC article.
39 results