Martin Vallières

1. The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
   2020/03/10 by Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah +75 · 27 citations
   Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Surgical Treatments #Radiomics and Machine Learning in Medical Imaging
2. Machine and deep learning methods for radiomics
   2020/05/01 by Michele Avanzo, Lise Wei, Joseph Stancanello +5 · 4 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Pancreatic and Hepatic Oncology Research
3. Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images
   2022/01/11 by Vincent Andrearczyk, Valentin Oreiller, Andrearczyk, Vincent +19 · 2 citations
   Medicine · #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment #Medical Imaging Techniques and Applications
4. A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction
   2025/08/30 by Numan Saeed, Salma Hassan, Saeed, Numan +82 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Head and Neck Cancer Studies