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researcher

M. Vallières

8 papers hereh-index 349.2k citations94 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4
  • last author2

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • eess.IV3
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedImage biomarker standardisation initiative

4.2k citations · 4.6k across the 8 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction

Numan Saeed, Salma Hassan, Shahad Hardan +40

We present a publicly available multimodal dataset for head and neck cancer research, comprising 1123 annotated Positron Emission Tomography/Computed Tomography (PET/CT) studies fr…

cs.CV2017

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

Martin Vallières, Emily Kay-Rivest, Léo Jean Perrin +9

Quantitative extraction of high-dimensional mineable data from medical images is a process known as radiomics. Radiomics is foreseen as an essential prognostic tool for cancer risk…

cs.CV2016★ 4.2k cited

Image biomarker standardisation initiative

Alex Zwanenburg, Stefan Leger, Martin Vallières +1

The image biomarker standardisation initiative (IBSI) is an independent international collaboration which works towards standardising the extraction of image biomarkers from acquir…

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