Martin Vallières

Orcid: 0000-0001-7639-8172

According to our database1, Martin Vallières authored at least 12 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Unraveling Radiomics Complexity: Strategies for Optimal Simplicity in Predictive Modeling.
CoRR, 2024

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.
Medical Image Anal., December, 2023

Electric Power Fuse Identification With Deep Learning.
IEEE Trans. Ind. Informatics, November, 2023

2022
Head and neck tumor segmentation in PET/CT: The HECKTOR challenge.
Medical Image Anal., 2022


2021
Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images.
Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2021

2020
Standardised convolutional filtering for radiomics.
CoRR, 2020

Automatic Segmentation of Head and Neck Tumors and Nodal Metastases in PET-CT scans.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Overview of the HECKTOR Challenge at MICCAI 2020: Automatic Head and Neck Tumor Segmentation in PET/CT.
Proceedings of the Head and Neck Tumor Segmentation - First Challenge, 2020

2019
Publishing Linked and FAIR-compliant Radiomics Data in Radiation Oncology via Ontologies and Semantic Web Techniques.
Proceedings of the 12th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2019

2017
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer.
CoRR, 2017

2016
Image biomarker standardisation initiative - feature definitions.
CoRR, 2016


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