Michel Dumontier

Maastricht University — Netherlands

Biochemistry, Genetics and Molecular Biology · Life Sciences

53h-index27.0kcitations435works3.62yr avg
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Research Topics

Biomedical Text Mining and Ontologies(170), Semantic Web and Ontologies(139), Scientific Computing and Data Management(96), Research Data Management Practices(84), Bioinformatics and Genomic Networks(68)

Publications435 total

Biolink Model: A universal schema for knowledge graphs in clinical, biomedical, and translational science
UNC Libraries·2025Open Access
CMEO: a metadata-centric ontology for clinical studies exploration and harmonization assessment
BMC Medical Informatics and Decision Making·2025Open Access
Enabling Granular Subgroup Level Model Evaluations by Generating Synthetic Medical Time Series
arXiv (Cornell University)·2025Open Access
AudioToolAgent: An Agentic Framework for Audio-Language Models
ArXiv.org·2025Open Access
Privacy preservation in blockchain-based healthcare data sharing: A systematic review
Peer-to-Peer Networking and Applications·2025· 4 citedOpen Access
Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine
Nature Reviews Clinical Oncology·2025· 15 cited
CDE-Mapper: Using retrieval-augmented language models for linking clinical data elements to controlled vocabularies
Computers in Biology and Medicine·2025Open Access
Announcing the Biomedical Data Translator: Initial Public Release
UNC Libraries·2025Open Access
Data-Balanced Curriculum Learning for Audio Question Answering
arXiv (Cornell University)·2025Open Access
Announcing the Biomedical Data Translator: Initial Public Release
Clinical and Translational Science·2025· 2 citedOpen Access
Adapting Lightweight Vision Language Models for Radiological Visual Question Answering
arXiv (Cornell University)·2025Open Access
AudSemThinker: Enhancing Audio-Language Models through Reasoning over Semantics of Sound
arXiv (Cornell University)·2025Open Access
Forecasting Banned Substances: Leveraging GNN and Explainable AI for Sports Anti-Doping
Studies in health technology and informatics·2025Open Access
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies
arXiv (Cornell University)·2025Open Access
Generative AI for synthetic data across multiple medical modalities: A systematic review of recent developments and challenges
Computers in Biology and Medicine·2025· 57 citedOpen Access
Semantic Web and Creative AI -- A Technical Report from ISWS 2023
arXiv (Cornell University)·2025Open Access
Generating unseen diseases patient data using ontology enhanced generative adversarial networks
npj Digital Medicine·2025· 7 citedOpen Access
Rule-Augmented Constraint Learning for Semantic Error Detection in MIMIC-III Knowledge Graph
SSRN Electronic Journal·2025Open Access
Semantic Web and Creative AI : A Technical Report from ISWS 2023 ; June 11th - 17th, 2023
KITopen·2025Open Access
Audio-Language Datasets of Scenes and Events: A Survey
IEEE Access·2025· 2 citedOpen Access
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Frequent Co-authors

Susanna‐Assunta Sansone(9), Mark D. Wilkinson(8), Luiz Olavo Bonino da Silva Santos(8), Melissa Haendel(8), Philippe Rocca‐Serra(7), Erik Schultes(6), Mélanie Courtot(6), Tim W. Clark(5), Mercè Crosas(5), Alejandra González-Beltrán(5), Tobias Kuhn(5), José Cruz-Toledo(5), Chris Mungall(5), Chris T. Evelo(4), Carole Goble(4), Marco Roos(4), Mark Thompson(4), Barend Mons(4), Helen Parkinson(4), Janna Hastings(4)