Johan van Soest

Distributed learning on 20 000+ lung cancer patients – The Personal Health Train

2020 · 162 Zit. · Radiotherapy and Oncology

FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections

2020 · 34 Zit. · Medical Physics

Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study

2024 · 30 Zit. · JMIR AI

Implementation of Big Imaging Data Pipeline Adhering to FAIR Principles for Federated Machine Learning in Oncology

2021 · 18 Zit. · IEEE Transactions on Radiation and Plasma Medical Sciences

Privacy-Preserving Federated Data Analysis: Data Sharing, Protection, and Bioethics in Healthcare

2022 · 9 Zit.

Big data for better cancer care

2019 · 3 Zit. · British Journal of Hospital Medicine

How to Share Data and Promote a Rapid Learning Health Medicine?

2018 · 2 Zit.

Understanding Clinicians’ Informational Needs for AI-driven Clinical Decision Support Systems: Qualitative Interview Study (Preprint)

2025 · 0 Zit.

What to Report? A Systematic Review of Medical AI Reporting Guidelines: Preliminary Results

2025 · 0 Zit. · Studies in health technology and informatics

P435: PRE-ACT-01: The Prediction of Radiotherapy side Effects using explainable AI for patient Communication and Treatment modification-01 Trial

2025 · 0 Zit. · The Breast

P103 PRE-ACT: Prediction of Radiotherapy side Effects using explainable AI for patient Communication and Treatment modification

2023 · 0 Zit. · The Breast

MO-0308 AI-based radiotherapy treatment planning quality assurance: A multi-institutional study

2023 · 0 Zit. · Radiotherapy and Oncology

Understanding Clinicians’ Informational Needs for AI-Driven Clinical Decision Support Systems: Qualitative Interview Study

2026 · 0 Zit. · JMIR Medical Education