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
A
Arthur Jochems
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Arthur Jochems is an academic researcher from Maastricht University Medical Centre. The author has contributed to research in topics: Radiomics and Machine Learning in Medical Imaging & Lung Cancer Diagnosis and Treatment & Medical Imaging Techniques and Applications. The author has an h-index of 30, co-authored 59 publications.
ORCID: 0000-0002-7048-7825Papers 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
Structural and functional radiomics for lung cancer
2021 · European Journal of Nuclear Medicine and Molecular Imaging · 119 citations
https://doi.org/10.1007/s00259-021-05242-1
Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer
2020 · Scientific Reports · 78 citations
https://doi.org/10.1038/s41598-020-61297-4
Can radiomics help to predict skeletal muscle response to chemotherapy in stage IV non-small cell lung cancer?
2019 · European Journal of Cancer · 29 citations
https://doi.org/10.1016/j.ejca.2019.07.023
A prediction model for early death in non-small cell lung cancer patients following curative-intent chemoradiotherapy
2017 · Figshare · 0 citations
https://doi.org/10.6084/m9.figshare.5500747
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