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Differentially Private Graph Neural Networks for Whole-Graph Classification.
Mueller TT, Paetzold JC, Prabhakar C, Usynin D, Rueckert D, Kaissis G. Mueller TT, et al. Among authors: kaissis g. IEEE Trans Pattern Anal Mach Intell. 2023 Jun;45(6):7308-7318. doi: 10.1109/TPAMI.2022.3228315. Epub 2023 May 5. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37015371
(Predictable) performance bias in unsupervised anomaly detection.
Meissen F, Breuer S, Knolle M, Buyx A, Müller R, Kaissis G, Wiestler B, Rückert D. Meissen F, et al. Among authors: kaissis g. EBioMedicine. 2024 Mar;101:105002. doi: 10.1016/j.ebiom.2024.105002. Epub 2024 Feb 9. EBioMedicine. 2024. PMID: 38335791 Free PMC article.
Prognostic value of deep learning-derived body composition in advanced pancreatic cancer-a retrospective multicenter study.
Keyl J, Bucher A, Jungmann F, Hosch R, Ziller A, Armbruster R, Malkomes P, Reissig TM, Koitka S, Tzianopoulos I, Keyl P, Kostbade K, Albers D, Markus P, Treckmann J, Nassenstein K, Haubold J, Makowski M, Forsting M, Baba HA, Kasper S, Siveke JT, Nensa F, Schuler M, Kaissis G, Kleesiek J, Braren R. Keyl J, et al. Among authors: kaissis g. ESMO Open. 2024 Jan;9(1):102219. doi: 10.1016/j.esmoop.2023.102219. Epub 2024 Jan 8. ESMO Open. 2024. PMID: 38194881 Free PMC article.
Encrypted federated learning for secure decentralized collaboration in cancer image analysis.
Truhn D, Tayebi Arasteh S, Saldanha OL, Müller-Franzes G, Khader F, Quirke P, West NP, Gray R, Hutchins GGA, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Brobeil A, Yuan T, Chang-Claude J, Hoffmeister M, Foersch S, Han T, Keil S, Schulze-Hagen M, Isfort P, Bruners P, Kaissis G, Kuhl C, Nebelung S, Kather JN. Truhn D, et al. Among authors: kaissis g. Med Image Anal. 2024 Feb;92:103059. doi: 10.1016/j.media.2023.103059. Epub 2023 Dec 7. Med Image Anal. 2024. PMID: 38104402 Free PMC article.
Federated electronic health records for the European Health Data Space.
Raab R, Küderle A, Zakreuskaya A, Stern AD, Klucken J, Kaissis G, Rueckert D, Boll S, Eils R, Wagener H, Eskofier BM. Raab R, et al. Among authors: kaissis g. Lancet Digit Health. 2023 Nov;5(11):e840-e847. doi: 10.1016/S2589-7500(23)00156-5. Epub 2023 Sep 21. Lancet Digit Health. 2023. PMID: 37741765 Free article. Review.
A distinct stimulatory cDC1 subpopulation amplifies CD8+ T cell responses in tumors for protective anti-cancer immunity.
Meiser P, Knolle MA, Hirschberger A, de Almeida GP, Bayerl F, Lacher S, Pedde AM, Flommersfeld S, Hönninger J, Stark L, Stögbauer F, Anton M, Wirth M, Wohlleber D, Steiger K, Buchholz VR, Wollenberg B, Zielinski CE, Braren R, Rueckert D, Knolle PA, Kaissis G, Böttcher JP. Meiser P, et al. Among authors: kaissis g. Cancer Cell. 2023 Aug 14;41(8):1498-1515.e10. doi: 10.1016/j.ccell.2023.06.008. Epub 2023 Jul 13. Cancer Cell. 2023. PMID: 37451271 Free article.
55 results