Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept
2016 · Radiotherapy and Oncology · 186 citations
https://doi.org/10.1016/j.radonc.2016.10.002
J
Johan van Soest
Claim or correct this author profile
Claim this profile or suggest corrections to the name, affiliation, bio, photo, or paper titles. Approved changes appear as verified CitedEvidence overlays.
179
Papers
8.8K
Citations
29
h-index
54
i10-index
Johan van Soest is an academic researcher from Maastricht University Medical Centre. The author has contributed to research in topics: Radiomics and Machine Learning in Medical Imaging & Colorectal Cancer Surgical Treatments & Privacy-Preserving Technologies in Data. The author has an h-index of 29, co-authored 153 publications.
ORCID: 0000-0003-2548-0330Papers by this author
worksInfrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT
2017 · Clinical and Translational Radiation Oncology · 139 citations
https://doi.org/10.1016/j.ctro.2016.12.004
Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy
2023 · Journal of Biomedical Informatics · 61 citations
https://doi.org/10.1016/j.jbi.2023.104404
Applying federated learning to combat food fraud in food supply chains
2023 · npj Science of Food · 21 citations
https://doi.org/10.1038/s41538-023-00220-3
Exploring Associations of Preoperative Physical Performance With Postoperative Outcomes After Lumbar Spinal Fusion: A Machine Learning Approach
2021 · Archives of Physical Medicine and Rehabilitation · 19 citations
https://doi.org/10.1016/j.apmr.2021.02.013
An Overview of Real-World Data Infrastructure for Cancer Research
2024 · Clinical Oncology · 8 citations
https://doi.org/10.1016/j.clon.2024.03.011
Research topics
topicsChat about Author
Papers
Chat
Click to start Chat