Philippe Lambin

Machine Learning methods for Quantitative Radiomic Biomarkers

2015 · 994 Zit. · Scientific Reports

Transparency of deep neural networks for medical image analysis: A review of interpretability methods

2021 · 436 Zit. · Computers in Biology and Medicine

Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework

2020 · 254 Zit. · Methods

Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods

2021 · 179 Zit. · Journal of Personalized Medicine

Deep learning in fracture detection: a narrative review

2020 · 157 Zit. · Acta Orthopaedica

Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care

2020 · 131 Zit. · JCO Clinical Cancer Informatics

Blockchain for Privacy Preserving and Trustworthy Distributed Machine Learning in Multicentric Medical Imaging (C-DistriM)

2020 · 82 Zit. · IEEE Access

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

2023 · 38 Zit. · arXiv (Cornell University)

Using artificial intelligence and predictive modelling to enable learning healthcare systems (LHS) for pandemic preparedness

2024 · 35 Zit. · Computational and Structural Biotechnology Journal

CHAIMELEON Project: Creation of a Pan-European Repository of Health Imaging Data for the Development of AI-Powered Cancer Management Tools

2022 · 35 Zit. · Frontiers in Oncology

Artificial intelligence in oncology

2020 · 23 Zit. · Artificial Intelligence in Medicine

Empowering cancer research in Europe: the EUCAIM cancer imaging infrastructure

2025 · 17 Zit. · Insights into Imaging

FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging

2021 · 12 Zit. · arXiv (Cornell University)

Precision-medicine-toolbox: An open-source python package for the quantitative medical image analysis

2023 · 11 Zit. · Software Impacts

Limitations of Only Reporting the Odds Ratio in the Age of Precision Medicine: A Deterministic Simulation Study

2021 · 7 Zit. · Frontiers in Medicine