Nature Machine Intelligence

ISSN: 2522-5839
Publisher: Nature Research

Publications (11)


Types of publications

Journal article
Unpublished / Preprint

Publication year



Improving image labelling quality (2023) Day TG, Simpson JM, Razavi R, Kainz B Journal article, Editorial Estimating categorical counterfactuals via deep twin networks (2023) Vlontzos A, Kainz B, Gilligan-Lee CM Journal article Federated disentangled representation learning for unsupervised brain anomaly detection (2022) Bercea C, Wiestler B, Rueckert D, Albarqouni S Journal article Adversarial interference and its mitigations in privacy-preserving collaborative machine learning (2021) Usynin D, Ziller A, Makowski M, Braren R, Rueckert D, Glocker B, Kaissis G, Passerat-Palmbach J Journal article, Review article End-to-end privacy preserving deep learning on multi-institutional medical imaging (2021) Kaissis G, Ziller A, Passerat-Palmbach J, Ryffel T, Usynin D, Trask A, Lima I, et al. Journal article Bioinspired acousto-magnetic microswarm robots with upstream motility (2021) Ahmed D, Sukhov A, Hauri D, Rodrigue D, Maranta G, Harting J, Nelson BJ Journal article Self-supervised retinal thickness prediction enables deep learning from unlabelled data to boost classification of diabetic retinopathy (2020) Holmberg OG, Kohler ND, Martins T, Siedlecki J, Herold T, Keidel L, Asani B, et al. Journal article An embedded ethics approach for AI development (2020) Mclennan S, Fiske A, Celi LA, Mueller R, Harder J, Ritt K, Haddadin S, Buyx A Journal article Secure, privacy-preserving and federated machine learning in medical imaging (2020) Kaissis GA, Makowski MR, Ruckert D, Braren RF Journal article Learning with Known Operators reduces Maximum Training Error Bounds. (2019) Maier A, Syben-Leisner C, Stimpel B, Würfl T, Hoffmann M, Schebesch F, Fu W, et al. Journal article