Martin Vallières

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah et al. · Radiology · 2020 · 3.6K citations · Full text

A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in soft-tissue sarcomas of the extremities

Martin Vallières, Carolyn Freeman, Sonia Skamene et al. · Physics in Medicine and Biology · 2015 · 875 citations

Lung Metastases, Engineering, Pet-mri +18

Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer

Martin Vallières, Emily Kay‐Rivest, Léo Jean Perrin et al. · Scientific Reports · 2017 · 534 citations · Full text

Tumour Image Intensity, Diagnostic Imaging, Tumour Failure +20

¹⁸F-FDG PET Uptake Characterization Through Texture Analysis: Investigating the Complementary Nature of Heterogeneity and Functional Tumor Volume in a Multi–Cancer Site Patient Cohort

Mathieu Hatt, Mohamed Majdoub, Martin Vallières et al. · Journal of Nuclear Medicine · 2014 · 430 citations · Full text

MRI features predict survival and molecular markers in diffuse lower-grade gliomas

Hao Zhou, Martin Vallières, Harrison X. Bai et al. · Neuro-Oncology · 2016 · 345 citations · Full text