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Michel Dumontier

maastricht university

53H-index
436Paper Count
2.7WCitation Count
Published Papers 72
Publication Date
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Improving Heart-Failure Predictive Tasks with Patient Health Knowledge Graphs and Sequential Graph Neural Networks
errElectronics
IF2.6
err2026-05-20
err0
errOAAI
errShervin Mehryar; Michel Dumontier
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CMEO: a metadata-centric ontology for clinical studies exploration and harmonization assessment
errBMC Medical Informatics and Decision Making
IF3.8
err2025-12-06
err0
errOAAI
errKomal Gilani; Wei Wei; Christof Peters; Marlo Verket; Hans-Peter Brunner-La Rocca; Enrico Nicolis; Martina Colombo; Katharina Marx-Schütt; Visara Urovi; Michel Dumontier
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Privacy preservation in blockchain-based healthcare data sharing: A systematic review
errPeer-to-Peer Networking and Applications
IF2.6
err2025-10-17
err0
errOAAI
errKun Li; Ankur Lohachab; Michel Dumontier; Visara Urovi
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Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine
errNature Reviews Clinical Oncology
IF82.2
err2025-09-03
err0
PREAI
errPhilippe Lambin; Henry C. Woodruff; Shruti Atul Mali; Xian Zhong; Sheng Kuang; Elizaveta Lavrova; Hamza Khan; Karim Lekadir; Alex Zwanenburg; Joseph Deasy; Maciej Bobowicz; Luis Marti-Bonmati; Andrew Maidment; Michel Dumontier; Paul E. Kinahan; J. Martijn Nobel; Sina Amirrajab; Zohaib Salahuddin
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CDE-Mapper: Using retrieval-augmented language models for linking clinical data elements to controlled vocabularies
errComputers in Biology and Medicine
IF6.3
err2025-07-30
err0
errOAAI
errKomal Gilani; Marlo Verket; Christof Peters; Michel Dumontier; Hans-Peter Brunner-La Rocca; Visara Urovi
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errSave
Announcing the Biomedical Data Translator: Initial Public Release
errcts clinical and translational science
IF0
err2025-07-09
err0
errOAAI
errKaramarie Fecho; Gwênlyn Glusman; Sergio E. Baranzini; Chris Bizon; Matthew Brush; William Byrd; Lawrence Chung; Andrew Crouse; Eric Deutsch; Michel Dumontier; Aleksandra Foksinska; Jennifer Hadlock; Kaiwen He; Sui Huang; Robert Hubal; Gregory M. Hyde; Sharat Israni; Kelyne Kenmogne; David Koslicki; Jana Dorfman Marcette; Ewy A. Mathe; Abrar Mesbah; Sierra A. T. Moxon; Christopher J. Mungall; John Osborne; Carrie Pasfield; Guangrong Qin; Stephen A. Ramsey; Justin Reese; Jared C. Roach; Reese Rose; Karthik Soman; Andrew I. Su; Casey Ta; Gaurav Vaidya; Rosina Weber; Qi Wei; Mark Williams; Chunlei Wu; Colleen Xu; Chase Yakaboski; The Biomedical Data Translator Consortium
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Audio-Language Datasets of Scenes and Events: A Survey
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errWijngaard, Gijs; Formisano, Elia; Esposito, Michele; Dumontier, Michel
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TAPS Responsibility matrix: a tool for responsible data science by design
errJOURNAL OF RESPONSIBLE INNOVATION
IF4.1
err2024-12-02
err0
errOAAI
errUrovi, Visara; Celebi, Remzi; Sun, Chang; Kumar, Parveen; Rieswijk, Linda; Erard, Michael; Yilmaz, Arif; Moodley, Kody; Dumontier, Michel
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Bridging auditory perception and natural language processing with semantically informed deep neural networks
errSCIENTIFIC REPORTS
IF3.9
err2024-09-09
err1
errOAAI
errEsposito, Michele; Valente, Giancarlo; Plasencia-Calana, Yenisel; Dumontier, Michel; Giordano, Bruno L.; Formisano, Elia
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Artificial intelligence based data curation: enabling a patient-centric European health data space
errFRONTIERS IN MEDICINE
IF3
err2024-05-15
err1
errOAAI
errde Zegher, Isabelle; Norak, Kerli; Steiger, Dominik; Mueller, Heimo; Kalra, Dipak; Scheenstra, Bart; Cina, Isabella; Shulz, Stefan; Uma, Kanimozhi; Kalendralis, Petros; Lotmam, Eno-Martin; Benedikt, Martin; Dumontier, Michel; Celebi, Remzi
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Editorial of the special issue on semantic technologies for data and algorithmic governance
errSEMANTIC WEB
IF2.9
err2024-05-14
err0
errOAAI
errKirrane, Sabrina; Seneviratne, Oshani; Dumontier, Michel
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LSQ 2.0: A linked dataset of SPARQL query logs
errSEMANTIC WEB
IF2.9
err2024-01-12
err1
errOAAI
errStadler, Claus; Saleem, Muhammad; Mehmood, Qaiser; Buil-Aranda, Carlos; Dumontier, Michel; Hogan, Aidan; Ngomo, Axel-Cyrille Ngonga
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errSave
Automated identification of healthier food substitutions through a combination of graph neural networks and nutri-scores
errJOURNAL OF FOOD COMPOSITION AND ANALYSIS
IF4.6
err2024-01-01
err0
errOAAI
errLoesch, Julie; van Lier, Ilse; de Boer, Alie; Scholtes, Jan; Dumontier, Michel; Celebi, Remzi
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errSave
Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-07-01
err25
errOAAI
errSun, Chang; van Soest, Johan; Dumontier, Michel
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errSave
ciTIzen-centric DAta pLatform (TIDAL): Sharing distributed personal data in a privacy-preserving manner for health research
errSEMANTIC WEB
IF2.9
err2023-05-08
err1
errOAAI
errSun, Chang; Ocana, Marc Gallofre; van Soest, Johan; Dumontier, Michel
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errSave
LUCE: A blockchain-based data sharing platform for monitoring data License accoUntability and CompliancE
errBLOCKCHAIN-RESEARCH AND APPLICATIONS
IF5.6
err2022-12-01
err6
errOAAI
errUrovi, Visara; Jaiman, Vikas; Angerer, Arno; Dumontier, Michel
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errSave
Studying the association of diabetes and healthcare cost on distributed data from the Maastricht Study and Statistics Netherlands using a privacy-preserving federated learning infrastructure
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-10-01
err3
errOAAI
errSun, Chang; van Soest, Johan; Koster, Annemarie; Eussen, Simone J. P. M.; Schram, Miranda T.; Stehouwer, Coen D. A.; Dagnelie, Pieter C.; Dumontier, Michel
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errSave
Progress toward a universal biomedical data translator
errCTS-CLINICAL AND TRANSLATIONAL SCIENCE
IF2.8
err2022-06-06
err17
errOAAI
errFecho, Karamarie; Thessen, Anne E.; Baranzini, Sergio E.; Bizon, Chris; Hadlock, Jennifer J.; Huang, Sui; Roper, Ryan T.; Southall, Noel; Ta, Casey; Watkins, Paul B.; Williams, Mark D.; Xu, Hao; Byrd, William; Dancik, Vlado; Duby, Marc P.; Dumontier, Michel; Glusman, Gustavo; Harris, Nomi L.; Hinderer, Eugene W.; Hyde, Greg; Johs, Adam; Su, Andrew, I; Qin, Guangrong; Zhu, Qian
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Biolink Model: A universal schema for knowledge graphs in clinical, biomedical, and translational science
errCTS-CLINICAL AND TRANSLATIONAL SCIENCE
IF2.8
err2022-06-06
err40
errOAAI
errUnni, Deepak R.; Moxon, Sierra A. T.; Bada, Michael; Brush, Matthew; Bruskiewich, Richard; Caufield, J. Harry; Clemons, Paul A.; Dancik, Vlado; Dumontier, Michel; Fecho, Karamarie; Glusman, Gustavo; Hadlock, Jennifer J.; Harris, Nomi L.; Joshi, Arpita; Putman, Tim; Qin, Guangrong; Ramsey, Stephen A.; Shefchek, Kent A.; Solbrig, Harold; Soman, Karthik; Thessen, Anne E.; Haendel, Melissa A.; Bizon, Chris; Mungall, Christopher J.
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BioSimulators: a central registry of simulation engines and services for recommending specific tools
errNUCLEIC ACIDS RESEARCH
IF13.1
err2022-05-07
err13
errOAAI
errShaikh, Bilal; Smith, Lucian P.; Vasilescu, Dan; Marupilla, Gnaneswara; Wilson, Michael; Agmon, Eran; Agnew, Henry; Andrews, Steven S.; Anwar, Azraf; Beber, Moritz E.; Bergmann, Frank T.; Brooks, David; Brusch, Lutz; Calzone, Laurence; Choi, Kiri; Cooper, Joshua; Detloff, John; Drawert, Brian; Dumontier, Michel; Ermentrout, G. Bard; Faeder, James R.; Freiburger, Andrew P.; Frohlich, Fabian; Funahashi, Akira; Garny, Alan; Gennari, John H.; Gleeson, Padraig; Goelzer, Anne; Haiman, Zachary; Hasenauer, Jan; Hellerstein, Joseph L.; Hermjakob, Henning; Hoops, Stefan; Ison, Jon C.; Jahn, Diego; Jakubowski, Henry, V; Jordan, Ryann; Kalas, Matus; Koenig, Matthias; Liebermeister, Wolfram; Sheriff, Rahuman S. Malik; Mandal, Synchon; McDougal, Robert; Medley, J. Kyle; Mendes, Pedro; Mueller, Robert; Myers, Chris J.; Naldi, Aurelien; Nguyen, Tung V. N.; Nickerson, David P.; Olivier, Brett G.; Patoliya, Drashti; Pauleve, Loic; Petzold, Linda R.; Priya, Ankita; Rampadarath, Anand K.; Rohwer, Johann M.; Saglam, Ali S.; Singh, Dilawar; Sinha, Ankur; Snoep, Jacky; Sorby, Hugh; Spangler, Ryan; Starruss, Joern; Thomas, Payton J.; van Niekerk, David; Weindl, Daniel; Zhang, Fengkai; Zhukova, Anna; Goldberg, Arthur P.; Schaff, James C.; Blinov, Michael L.; Sauro, Herbert M.; Moraru, Ion I.; Karr, Jonathan R.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Douglas B. Kell
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P
Philippe Lambin
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R
Russ B. Altman
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