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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: rueckert d. 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.
Medical imaging deep learning with differential privacy.
Ziller A, Usynin D, Braren R, Makowski M, Rueckert D, Kaissis G. Ziller A, et al. Among authors: rueckert d. Sci Rep. 2021 Jun 29;11(1):13524. doi: 10.1038/s41598-021-93030-0. Sci Rep. 2021. PMID: 34188157 Free PMC article.
sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies.
Nasirigerdeh R, Torkzadehmahani R, Matschinske J, Frisch T, List M, Späth J, Weiss S, Völker U, Pitkänen E, Heider D, Wenke NK, Kaissis G, Rueckert D, Kacprowski T, Baumbach J. Nasirigerdeh R, et al. Among authors: rueckert d. Genome Biol. 2022 Jan 24;23(1):32. doi: 10.1186/s13059-021-02562-1. Genome Biol. 2022. PMID: 35073941 Free PMC article.
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: rueckert d. 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.
Privacy: An Axiomatic Approach.
Ziller A, Mueller TT, Braren R, Rueckert D, Kaissis G. Ziller A, et al. Among authors: rueckert d. Entropy (Basel). 2022 May 16;24(5):714. doi: 10.3390/e24050714. Entropy (Basel). 2022. PMID: 35626597 Free PMC article.
Maturational networks of human fetal brain activity reveal emerging connectivity patterns prior to ex-utero exposure.
Karolis VR, Fitzgibbon SP, Cordero-Grande L, Farahibozorg SR, Price AN, Hughes EJ, Fetit AE, Kyriakopoulou V, Pietsch M, Rutherford MA, Rueckert D, Hajnal JV, Edwards AD, O'Muircheartaigh J, Duff EP, Arichi T. Karolis VR, et al. Among authors: rueckert d. Commun Biol. 2023 Jun 22;6(1):661. doi: 10.1038/s42003-023-04969-x. Commun Biol. 2023. PMID: 37349403 Free PMC article.
How AI May Transform Musculoskeletal Imaging.
Guermazi A, Omoumi P, Tordjman M, Fritz J, Kijowski R, Regnard NE, Carrino J, Kahn CE Jr, Knoll F, Rueckert D, Roemer FW, Hayashi D. Guermazi A, et al. Among authors: rueckert d. Radiology. 2024 Jan;310(1):e230764. doi: 10.1148/radiol.230764. Radiology. 2024. PMID: 38165245 Review.
457 results