Martin Vallières

15PUBLICATIONS
365CO-AUTHORS
Medical infection agents (incl. prions)Sensory processes, perception and performanceBioinformatic methods developmentSurface water quality processes and contaminated sediment assessmentSemi- and unsupervised learning
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Publications (15)

|Mar 31, 2026
Predictive performance precision analysis in medicine: identification of low-confidence predictions at patient and profile levels (MED3pa I).

Olivier Lefebvre, Félix Camirand Lemyre, Jean-François Ethier

|Jul 08, 2025
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.

Maximilian Zenk, Ujjwal Baid, Sarthak Pati

|Feb 06, 2024
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights.

Philip Whybra, Alex Zwanenburg, Vincent Andrearczyk

|Jan 16, 2024
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII.

Burak Kocak, Tugba Akinci D'Antonoli, Nathaniel Mercaldo

|Dec 05, 2022
Federated learning enables big data for rare cancer boundary detection.

Sarthak Pati, Ujjwal Baid, Brandon Edwards

|Jul 12, 2022
Development and Validation of Multiparametric MRI-based Radiomics Models for Preoperative Risk Stratification of Endometrial Cancer.

Thierry L Lefebvre, Yoshiko Ueno, Anthony Dohan

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Frequent Collaborators

6 joint publications

Spyridon Bakas

4 joint publications

Christos Davatzikos

4 joint publications

Alex Zwanenburg

4 joint publications

Sarthak Pati