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Methods and Impact for Using Federated Learning to Collaborate on Clinical Research.
Cheung ATM, Nasir-Moin M, Fred Kwon YJ, Guan J, Liu C, Jiang L, Raimondo C, Chotai S, Chambless L, Ahmad HS, Chauhan D, Yoon JW, Hollon T, Buch V, Kondziolka D, Chen D, Al-Aswad LA, Aphinyanaphongs Y, Oermann EK. Cheung ATM, et al. Among authors: guan j. Neurosurgery. 2023 Feb 1;92(2):431-438. doi: 10.1227/neu.0000000000002198. Epub 2022 Nov 8. Neurosurgery. 2023. PMID: 36399428
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: guan j. 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.
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: guan j. 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.
A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records.
Gong K, Wu D, Arru CD, Homayounieh F, Neumark N, Guan J, Buch V, Kim K, Bizzo BC, Ren H, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Guo N, Digumarthy SR, Dayan I, Kalra MK, Li Q. Gong K, et al. Among authors: guan j. Eur J Radiol. 2021 Jun;139:109583. doi: 10.1016/j.ejrad.2021.109583. Epub 2021 Feb 5. Eur J Radiol. 2021. PMID: 33846041 Free PMC article.
PET Image Denoising Using a Deep Neural Network Through Fine Tuning.
Gong K, Guan J, Liu CC, Qi J. Gong K, et al. Among authors: guan j. IEEE Trans Radiat Plasma Med Sci. 2019 Mar;3(2):153-161. doi: 10.1109/TRPMS.2018.2877644. Epub 2018 Oct 23. IEEE Trans Radiat Plasma Med Sci. 2019. PMID: 32754674 Free PMC article.
Bacillus safensis from Sauerkraut Alleviates Acute Lung Injury Induced by Methicillin-Resistant Staphylococcus aureus through the Regulation of M2 Macrophage Polarization via Its Metabolite Esculin.
Pan T, Li M, Guo J, Zhao D, Liu X, Huang H, Wang N, Yu S, Guan J, Liu M, Zhang S, Wang C, Yang G. Pan T, et al. Among authors: guan j. J Agric Food Chem. 2024 Dec 26. doi: 10.1021/acs.jafc.4c05508. Online ahead of print. J Agric Food Chem. 2024. PMID: 39723899
5,156 results