Not finding it? Sign in to also search OpenAlex live.
-
Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores2025 Journal of Healthcare Informatics Research article Computer Science Machine Learning in Healthcare Open access
Pedro Mateus, Swier J.F. Garst, Jing Yu, Davy Cats, Mahlet Birhanu, Marian Beekman, +15 more
2citations -
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, +8 more
20citations -
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting2022 Expert Systems with Applications article Computer Science Privacy-Preserving Technologies in Data Open access
Thomas Borger, Pablo J. Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje E. Scheepers, +1 more
38citations -
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Isaac Shiri, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, +9 more
53citations -
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning2022 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Alireza Vafaei Sadr, Yazdan Salimi, Amirhossein Sanaat, Mehdi Amini, Behrooz Razeghi, +7 more
54citations -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations -
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Mahshad Lotfinia, Arash Tayebiarasteh, Mehdi Joodaki, Soroosh Tayebi Arasteh
9citations -
Multi-institutional PET/CT image segmentation using federated deep transformer learning2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, +4 more
32citations -
A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Murad Megjhani, Daniel C. Nametz, Miriam Weiss, Jude P. J. Savarraj, Soon Bin Kwon, David Jinou Roh, +8 more
2citations -
Federated Learning Analytics: Investigating the Privacy-Performance Trade-Off in Machine Learning for Educational Analytics2024 Lecture notes in computer science conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Max van Haastrecht, Matthieu J. S. Brinkhuis, Marco René Spruit
9citations -
Federated deep reinforcement learning based trajectory design for UAV-assisted networks with mobile ground devices2024 Scientific Reports article Engineering UAV Applications and Optimization Open access cited by 1 patent
Yunfei Gao, Mingliu Liu, Xiaopeng Yuan, Yulin Hu, Peng Sun, Anke Schmeink
23citations -
MRI-based and metabolomics-based age scores act synergetically for mortality prediction shown by multi-cohort federated learning2024 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Pedro Mateus, Swier J.F. Garst, Jing Yu, Davy Cats, Mahlet Birhanu, Marian Beekman, +15 more
0citations