This paper is in the following e-collection/theme issue:

Artificial Intelligence (1186) Security in Digital Health (28) Machine Learning (1370) Data Science (223)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/42621, first published .
The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach

Authors of this article:

Julian Matschinske1 Author Orcid Image ;   Julian Späth1 Author Orcid Image ;   Mohammad Bakhtiari1 Author Orcid Image ;   Niklas Probul1 Author Orcid Image ;   Mohammad Mahdi Kazemi Majdabadi1 Author Orcid Image ;   Reza Nasirigerdeh2 Author Orcid Image ;   Reihaneh Torkzadehmahani2 Author Orcid Image ;   Anne Hartebrodt3 Author Orcid Image ;   Balazs-Attila Orban4 Author Orcid Image ;   Sándor-József Fejér4 Author Orcid Image ;   Olga Zolotareva2 Author Orcid Image ;   Supratim Das1 Author Orcid Image ;   Linda Baumbach5 Author Orcid Image ;   Josch K Pauling2 Author Orcid Image ;   Olivera Tomašević6 Author Orcid Image ;   Béla Bihari4 Author Orcid Image ;   Marcus Bloice7 Author Orcid Image ;   Nina C Donner8 Author Orcid Image ;   Walid Fdhila9 Author Orcid Image ;   Tobias Frisch3 Author Orcid Image ;   Anne-Christin Hauschild10 Author Orcid Image ;   Dominik Heider11 Author Orcid Image ;   Andreas Holzinger7 Author Orcid Image ;   Walter Hötzendorfer12 Author Orcid Image ;   Jan Hospes12 Author Orcid Image ;   Tim Kacprowski13 Author Orcid Image ;   Markus Kastelitz12 Author Orcid Image ;   Markus List2 Author Orcid Image ;   Rudolf Mayer9 Author Orcid Image ;   Mónika Moga4 Author Orcid Image ;   Heimo Müller7 Author Orcid Image ;   Anastasia Pustozerova9 Author Orcid Image ;   Richard Röttger3 Author Orcid Image ;   Christina C Saak1 Author Orcid Image ;   Anna Saranti7 Author Orcid Image ;   Harald H H W Schmidt14 Author Orcid Image ;   Christof Tschohl12 Author Orcid Image ;   Nina K Wenke1 Author Orcid Image ;   Jan Baumbach1 Author Orcid Image
Article Authors Cited by (5) Tweetations (17) Metrics

Journals

  1. Hartebrodt A, Röttger R, Blumenthal D. Federated singular value decomposition for high-dimensional data. Data Mining and Knowledge Discovery 2024;38(3):938 View
  2. Späth J, Sewald Z, Probul N, Berland M, Almeida M, Pons N, Le Chatelier E, Ginès P, Solé C, Juanola A, Pauling J, Baumbach J. Privacy-Preserving Federated Survival Support Vector Machines for Cross-Institutional Time-To-Event Analysis: Algorithm Development and Validation. JMIR AI 2024;3:e47652 View