Nature Machine Intelligence
ISSN: 2522-5839
Publisher: Nature Research
Publications (12)
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology (2024)
Bonazzola R, Ferrante E, Ravikumar N, Xia Y, Keavney B, Plein S, Syeda-Mahmood T, Frangi AF
Journal article
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