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Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.
Dou Q, So TY, Jiang M, Liu Q, Vardhanabhuti V, Kaissis G, Li Z, Si W, Lee HHC, Yu K, Feng Z, Dong L, Burian E, Jungmann F, Braren R, Makowski M, Kainz B, Rueckert D, Glocker B, Yu SCH, Heng PA. Dou Q, et al. Among authors: vardhanabhuti v. NPJ Digit Med. 2021 Mar 29;4(1):60. doi: 10.1038/s41746-021-00431-6. NPJ Digit Med. 2021. PMID: 33782526 Free PMC article.
Machine learning application for the prediction of SARS-CoV-2 infection using blood tests and chest radiograph.
Du R, Tsougenis ED, Ho JWK, Chan JKY, Chiu KWH, Fang BXH, Ng MY, Leung ST, Lo CSY, Wong HF, Lam HS, Chiu LJ, So TY, Wong KT, Wong YCI, Yu K, Yeung YC, Chik T, Pang JWK, Wai AK, Kuo MD, Lam TPW, Khong PL, Cheung NT, Vardhanabhuti V. Du R, et al. Among authors: vardhanabhuti v. Sci Rep. 2021 Jul 9;11(1):14250. doi: 10.1038/s41598-021-93719-2. Sci Rep. 2021. PMID: 34244563 Free PMC article. Clinical Trial.
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study.
Dou Q, So TY, Jiang M, Liu Q, Vardhanabhuti V, Kaissis G, Li Z, Si W, Lee HHC, Yu K, Feng Z, Dong L, Burian E, Jungmann F, Braren R, Makowski M, Kainz B, Rueckert D, Glocker B, Yu SCH, Heng PA. Dou Q, et al. Among authors: vardhanabhuti v. NPJ Digit Med. 2022 Apr 24;5(1):56. doi: 10.1038/s41746-022-00600-1. NPJ Digit Med. 2022. PMID: 35462562 Free PMC article. No abstract available.
Deep learning based spectral CT imaging.
Wu W, Hu D, Niu C, Broeke LV, Butler APH, Cao P, Atlas J, Chernoglazov A, Vardhanabhuti V, Wang G. Wu W, et al. Among authors: vardhanabhuti v. Neural Netw. 2021 Dec;144:342-358. doi: 10.1016/j.neunet.2021.08.026. Epub 2021 Aug 28. Neural Netw. 2021. PMID: 34560584
99 results