2023
Chapter 7 Data-driven approaches to generating knowledge: Machine learning, artificial intelligence, and predictive modeling
Matheny M, Ohno-Machado L, Davis S, Nemati S. Chapter 7 Data-driven approaches to generating knowledge: Machine learning, artificial intelligence, and predictive modeling. 2023, 217-255. DOI: 10.1016/b978-0-323-91200-6.00031-0.Peer-Reviewed Original Research
2015
Ranking Medical Subject Headings using a factor graph model.
Wei W, Demner-Fushman D, Wang S, Jiang X, Ohno-Machado L. Ranking Medical Subject Headings using a factor graph model. AMIA Joint Summits On Translational Science Proceedings 2015, 2015: 56-63. PMID: 26306236, PMCID: PMC4525219.Peer-Reviewed Original ResearchMean average precisionHighest mean average precisionFactor graph modelNovel data-driven approachActive research topicData-driven approachMeSH ontologyAverage precisionGraphical modelsSemantic distanceGraph modelResearch topicCitation networkNational LibraryOntologyMedical Subject HeadingsSubject headingsNetworkPreliminary resultsRecent workScenariosLibraryWork