Martin Vallieres
Montreal, QC, Canada
Last Updated: 09/26/2026
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Found 43 publications
Optimizing renal mass histology prediction with artificial intelligence using handcrafted radiomics.
Optimizing renal mass histology prediction with artificial intelligence using handcrafted radiomics.
Journal: World journal of urology
Published: January 21, 2026
Radiomic prediction of substantial LVSI in endometrial cancer using reduced field of view DWI- a feasibility study.
Journal: European journal of radiology
Published: January 18, 2026
Predictive performance precision analysis in medicine: identification of low-confidence predictions at patient and profile levels (MED3pa I).
Journal: Journal of the American Medical Informatics Association : JAMIA
Published: September 02, 2025
Leveraging patients' longitudinal data to improve the Hospital One-year Mortality Risk.
Journal: Health information science and systems
Published: July 18, 2024
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
Journal: Nature communications
Published: June 29, 2024
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights.
Journal: Radiology
Published: February 06, 2024
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII.
Journal: Insights into imaging
Published: August 01, 2023
Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT.
Journal: Head and neck tumor segmentation and outcome prediction : third challenge, HECKTOR 2022, held in conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Head and Neck Tumor Segmentation Challenge (3rd : 2022 : Singapor...
Published: May 17, 2023
Author Correction: Federated learning enables big data for rare cancer boundary detection.
Journal: Nature communications
Published: January 26, 2023
Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge.
Journal: Medical image analysis
Published: September 20, 2022
Development and Validation of Multiparametric MRI-based Radiomics Models for Preoperative Risk Stratification of Endometrial Cancer.
Journal: Radiology
Published: July 12, 2022
Predicting Adverse Radiation Effects in Brain Tumors After Stereotactic Radiotherapy With Deep Learning and Handcrafted Radiomics.
Journal: Frontiers in oncology
Published: April 14, 2022
Last Updated: 09/26/2026