2017
Blockchain distributed ledger technologies for biomedical and health care applications
Kuo T, Kim H, Ohno-Machado L. Blockchain distributed ledger technologies for biomedical and health care applications. Journal Of The American Medical Informatics Association 2017, 24: 1211-1220. PMID: 29016974, PMCID: PMC6080687, DOI: 10.1093/jamia/ocx068.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsHealth care domainHealth care applicationsBlockchain technologyLedger technologyCare domainFeatures of blockchainBenefits of blockchainCare applicationsFamous BitcoinInformatics researchersBlockchainTechnologyApplicationsCovered topicsBitcoinDomainLatest applicationsPotential challengesDatabase
2012
SurfaceomeDB: a cancer-orientated database for genes encoding cell surface proteins.
de Souza J, Galante P, de Almeida R, da Cunha J, Ohara D, Ohno-Machado L, Old L, de Souza S. SurfaceomeDB: a cancer-orientated database for genes encoding cell surface proteins. Cancer Immunology Research 2012, 12: 15. PMID: 23390370, PMCID: PMC3554024.Peer-Reviewed Original ResearchConceptsCell surface proteinsSurface proteinsProtein-protein interactionsUCSC Genome BrowserImportant data repositoryUser-friendly web interfaceGene annotationProtein domainsGenome browserHuman genesGene expressionGene namesGenesSomatic mutationsProteinExcellent targetAnnotationTherapeutic reagentsWeb interfaceNCBIMutationsExpressionDomainTarget
2007
10 Generation of knowledge for clinical decision support Statistical and machine learning techniques
Matheny M, Ohno-Machado L. 10 Generation of knowledge for clinical decision support Statistical and machine learning techniques. 2007, 227-248. DOI: 10.1016/b978-012369377-8/50011-8.ChaptersLearning techniquesMedical domainMachine learning techniquesAcceptance of computersClinical decision supportModeling methodAlternative modeling methodDecision supportBiomedical informaticsPopular examplePrediction modelGeneration of knowledgeTheoretical justificationRapid paceRegression techniquesTechnological advancesComputerInformaticsMachineBest modelTechniqueDomainClassificationModelKnowledge
2001
Modeling Medical Prognosis: Survival Analysis Techniques
Ohno-Machado L. Modeling Medical Prognosis: Survival Analysis Techniques. Journal Of Biomedical Informatics 2001, 34: 428-439. PMID: 12198763, DOI: 10.1006/jbin.2002.1038.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus Statements