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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
1964 1
1967 1
1972 1
1979 1
1980 1
1987 1
1991 1
1992 2
2001 1
2007 1
2008 2
2009 1
2011 1
2013 2
2014 4
2015 1
2016 3
2017 3
2018 5
2019 6
2020 3
2021 7
2022 5
2023 7
2024 5

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58 results

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Page 1
The future of digital health with federated learning.
Rieke N, Hancox J, Li W, Milletarì F, Roth HR, Albarqouni S, Bakas S, Galtier MN, Landman BA, Maier-Hein K, Ourselin S, Sheller M, Summers RM, Trask A, Xu D, Baust M, Cardoso MJ. Rieke N, et al. Among authors: roth hr. NPJ Digit Med. 2020 Sep 14;3:119. doi: 10.1038/s41746-020-00323-1. eCollection 2020. NPJ Digit Med. 2020. PMID: 33015372 Free PMC article. Review.
Do Gradient Inversion Attacks Make Federated Learning Unsafe?
Hatamizadeh A, Yin H, Molchanov P, Myronenko A, Li W, Dogra P, Feng A, Flores MG, Kautz J, Xu D, Roth HR. Hatamizadeh A, et al. Among authors: roth hr. IEEE Trans Med Imaging. 2023 Jul;42(7):2044-2056. doi: 10.1109/TMI.2023.3239391. Epub 2023 Jun 30. IEEE Trans Med Imaging. 2023. PMID: 37021996
Rapid artificial intelligence solutions in a pandemic-The COVID-19-20 Lung CT Lesion Segmentation Challenge.
Roth HR, Xu Z, Tor-Díez C, Sanchez Jacob R, Zember J, Molto J, Li W, Xu S, Turkbey B, Turkbey E, Yang D, Harouni A, Rieke N, Hu S, Isensee F, Tang C, Yu Q, Sölter J, Zheng T, Liauchuk V, Zhou Z, Moltz JH, Oliveira B, Xia Y, Maier-Hein KH, Li Q, Husch A, Zhang L, Kovalev V, Kang L, Hering A, Vilaça JL, Flores M, Xu D, Wood B, Linguraru MG. Roth HR, et al. Med Image Anal. 2022 Nov;82:102605. doi: 10.1016/j.media.2022.102605. Epub 2022 Sep 6. Med Image Anal. 2022. PMID: 36156419 Free PMC article.
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: roth hr. 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 improves site performance in multicenter deep learning without data sharing.
Sarma KV, Harmon S, Sanford T, Roth HR, Xu Z, Tetreault J, Xu D, Flores MG, Raman AG, Kulkarni R, Wood BJ, Choyke PL, Priester AM, Marks LS, Raman SS, Enzmann D, Turkbey B, Speier W, Arnold CW. Sarma KV, et al. Among authors: roth hr. J Am Med Inform Assoc. 2021 Jun 12;28(6):1259-1264. doi: 10.1093/jamia/ocaa341. J Am Med Inform Assoc. 2021. PMID: 33537772 Free PMC article.
58 results