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Michel Dumontier
Full Professor, Institute of Data Science, Maastricht University
Joined
July 2019
Names
Michel Dumontier
,
Michel Justin Dumontier
Emails
****@gmail.com
(Confirmed)
,
****@maastrichtuniversity.nl
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Semantic Scholar
Career & Education History
Full Professor
Institute of Data Science,
Maastricht University
(maastrichtuniversity.nl)
2017
–
Present
Associate Professor
BMIR,
Stanford University
(stanford.edu)
2013
–
2016
Assistant Professor
Biology,
Carleton University
(carleton.ca)
2005
–
2013
Postdoc
Samuel Lunenfeld Research Institute,
University of Toronto
(utoronto.ca)
2004
–
2005
PhD student
Biochemistry,
University of Toronto
(utoronto.ca)
1999
–
2004
Undergrad student
Biochemistry,
University of Manitoba
(umanitoba.ca)
1994
–
1998
Advisors, Relations & Conflicts
No relations added
Expertise
machine learning
2013
–
Present
ontology
2006
–
Present
bioinformatics
1998
–
Present
Publications
LLM-ORBench: Designing a Benchmark Dataset for Complex Ontology-Based Reasoning Tasks in Large Language Models
Julie Loesch
,
Rishabh Jakhar
,
Raghava Mutharaju
,
Michel Dumontier
,
Remzi Celebi
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Adapting Lightweight Vision Language Models for Radiological Visual Question Answering
Aditya Shourya
,
Michel Dumontier
,
Chang Sun
BNAIC/BeNeLearn 2025 Oral
Readers:
Everyone
HNMP-EHR: Ontology-aligned Representation Learning on Electronic Health Records for Concurrent Prediction
S Mehryar
,
Michel Dumontier
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
AudSemThinker: Enhancing Audio-Language Models Through Reasoning over Semantics of Sound
Gijs Wijngaard
,
Elia Formisano
,
Michele Esposito
,
Michel Dumontier
NeurIPS 2025 poster
Readers:
Everyone
Generative AI for synthetic data across multiple medical modalities: A systematic review of recent developments and challenges
Mahmoud K. Ibrahim
,
Yasmina Al Khalil
,
Sina Amirrajab
,
Chang Sun
,
Marcel Breeuwer
,
Josien P. W. Pluim
,
Bart Elen
,
Gökhan Ertaylan
,
Michel Dumontier
Comput. Biol. Medicine 2025
Readers:
Everyone
Generating unseen diseases patient data using ontology enhanced generative adversarial networks
Chang Sun
,
Michel Dumontier
npj Digit. Medicine 2025
Readers:
Everyone
Audio-Language Datasets of Scenes and Events: A Survey
Gijs Wijngaard
,
Elia Formisano
,
Michele Esposito
,
Michel Dumontier
IEEE Access 2025
Readers:
Everyone
Explaining Graph Neural Network predictions for drug repurposing
Julie Loesch
,
Yang Yang
,
Pelinsu Ekmekci
,
Michel Dumontier
,
Remzi Celebi
SWAT4HCLS 2024
Readers:
Everyone
TAPS Responsibility Matrix: A tool for responsible data science by design
Visara Urovi
,
Remzi Celebi
,
Chang Sun
,
Linda Rieswijk
,
Michael Erard
,
Arif Yilmaz
,
Kody Moodley
,
Parveen Kumar
,
Michel Dumontier
CoRR 2023
Readers:
Everyone
Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy
Chang Sun
,
Johan van Soest
,
Michel Dumontier
J. Biomed. Informatics 2023
Readers:
Everyone
View all 23 publications
Co-Authors
Aditya Shourya
Alan Ruttenberg
Alasdair J. G. Gray
Albert Meroño-Peñuela
Alexander Malic
Alie de Boer
Allen H. Hurlbert
Amrapali Zaveri
Anand K. Gavai
Andre Dekker
Arif Yilmaz
Arno Angerer
Arnold Kuzniar
Bart Elen
Bob van den Berg
Bruno L. Giordano
Chang Sun
Chris T. A. Evelo
Christine Chichester
Chunlei Wu
Claudia van Oppen
Cyrus Afrasiabi
David J. Odgers
David Townend
Egon L. Willighagen
View all 100 co-authors