Journal of the American Medical Informatics Association
2026Predictive performance precision analysis in medicine: identification of low-confidence predictions at patient and profile levels (MED3pa I)
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MEDomicsLab
The MEDomicsLab research laboratory focuses on the development of predictive models with heterogeneous medical data.
ByProfessorMartin Vallières
to presentAssociate Professor,
Department of Oncology,
McGill University.
to Assistant Professor,
Department of Computer Science,
Université de Sherbrooke.
Principal Investigator
Martin
Vallières, PhD
We advance precision medicine by building open-source, clinically grounded AI tools and methods spanning medical imaging, multimodal predictive modeling, and privacy-aware collaboration. Open science. Open source.
TheMEDomicsEcosystem.
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World Journal of Urology
2026Optimizing renal mass histology prediction with artificial intelligence using handcrafted radiomics
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Health Information Science and Systems
2025Leveraging patients’ longitudinal data to improve the Hospital One-year Mortality Risk
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Nature Scientific Reports
2024Multi-task Bayesian Model Combining FDG-PET/CT Imaging and Clinical Data for Interpretable High-Grade Prostate Cancer Prognosis
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Mariem Kallel successfully defended her thesis
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Publication of the article “Predictive performance precision analysis in medicine: identification of low-confidence predictions at patient and profile levels (MED3pa I)”
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