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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.
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.
A genome-wide association study of outcome from traumatic brain injury.
Kals M, Kunzmann K, Parodi L, Radmanesh F, Wilson L, Izzy S, Anderson CD, Puccio AM, Okonkwo DO, Temkin N, Steyerberg EW, Stein MB, Manley GT, Maas AIR, Richardson S, Diaz-Arrastia R, Palotie A, Ripatti S, Rosand J, Menon DK; Genetic Associations In Neurotrauma (GAIN) Consortium (with contribution from the CENTER-TBI, TRACK-TBI, CABI, MGB, and TBIcare studies). Kals M, et al. EBioMedicine. 2022 Mar;77:103933. doi: 10.1016/j.ebiom.2022.103933. Epub 2022 Mar 14. EBioMedicine. 2022. PMID: 35301180 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.
A population-based phenome-wide association study of cardiac and aortic structure and function.
Bai W, Suzuki H, Huang J, Francis C, Wang S, Tarroni G, Guitton F, Aung N, Fung K, Petersen SE, Piechnik SK, Neubauer S, Evangelou E, Dehghan A, O'Regan DP, Wilkins MR, Guo Y, Matthews PM, Rueckert D. Bai W, et al. Among authors: rueckert d. Nat Med. 2020 Oct;26(10):1654-1662. doi: 10.1038/s41591-020-1009-y. Epub 2020 Aug 24. Nat Med. 2020. PMID: 32839619 Free PMC article.
455 results