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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.
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.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Maier O, Menze BH, von der Gablentz J, Ḧani L, Heinrich MP, Liebrand M, Winzeck S, Basit A, Bentley P, Chen L, Christiaens D, Dutil F, Egger K, Feng C, Glocker B, Götz M, Haeck T, Halme HL, Havaei M, Iftekharuddin KM, Jodoin PM, Kamnitsas K, Kellner E, Korvenoja A, Larochelle H, Ledig C, Lee JH, Maes F, Mahmood Q, Maier-Hein KH, McKinley R, Muschelli J, Pal C, Pei L, Rangarajan JR, Reza SMS, Robben D, Rueckert D, Salli E, Suetens P, Wang CW, Wilms M, Kirschke JS, Kr Amer UM, Münte TF, Schramm P, Wiest R, Handels H, Reyes M. Maier O, et al. Among authors: rueckert d. Med Image Anal. 2017 Jan;35:250-269. doi: 10.1016/j.media.2016.07.009. Epub 2016 Jul 21. Med Image Anal. 2017. PMID: 27475911 Free PMC article.
485 results