2014
“Big Data” and the Electronic Health Record
Ross M, Wei W, Ohno-Machado L. “Big Data” and the Electronic Health Record. Yearbook Of Medical Informatics 2014, 23: 97-104. PMID: 25123728, PMCID: PMC4287068, DOI: 10.15265/iy-2014-0003.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsMeSH KeywordsComputational BiologyData MiningDecision Support Systems, ClinicalElectronic Health RecordsMedical Records Systems, ComputerizedNatural Language ProcessingPharmacovigilanceSocial MediaConceptsBig dataEHR systemsElectronic health record systemsHealth record systemsData miningElectronic health recordsData applicationsActionable knowledgeMassive numberAdditional keywordsNew keywordsSecondary useInformatics professionalsHealth recordsRecord systemKeywordsLarge amountPrivacyNext stepMiningSecurityEHRSystemImplementationDataElectronic health record systems: risks and benefits
Ohno-Machado L. Electronic health record systems: risks and benefits. Journal Of The American Medical Informatics Association 2014, 21: e1-e1. PMID: 24453123, PMCID: PMC3957407, DOI: 10.1136/amiajnl-2014-002635.Commentaries, Editorials and LettersDecision Support Systems, ClinicalElectronic Health RecordsHumansMedical Records Systems, ComputerizedPatient Safety
2013
Recent trends in biomedical informatics: a study based on JAMIA articles
Jiang X, Tse K, Wang S, Doan S, Kim H, Ohno-Machado L. Recent trends in biomedical informatics: a study based on JAMIA articles. Journal Of The American Medical Informatics Association 2013, 20: e198-e205. PMID: 24214018, PMCID: PMC3861936, DOI: 10.1136/amiajnl-2013-002429.Peer-Reviewed Original ResearchElectronic health records: monitoring the return on large investments
Ohno-Machado L. Electronic health records: monitoring the return on large investments. Journal Of The American Medical Informatics Association 2013, 20: e1-e1. PMID: 23687172, PMCID: PMC3715341, DOI: 10.1136/amiajnl-2013-001966.Commentaries, Editorials and Letters
2012
Computer-based safety surveillance and patient-centered health records
Ohno-Machado L. Computer-based safety surveillance and patient-centered health records. Journal Of The American Medical Informatics Association 2012, 19: 1-1. PMID: 22155973, PMCID: PMC3240770, DOI: 10.1136/amiajnl-2011-000673.Commentaries, Editorials and LettersElectronic Health RecordsHealth Records, PersonalHumansMedical Records Systems, ComputerizedPatient Safety
2005
WLAN PDA to improve efficiency in patient care documentation.
Sawa T, Funahara T, Nagatani H, Okahara M, Sase K, Nakata Y, Ohno-Machado L. WLAN PDA to improve efficiency in patient care documentation. AMIA Annual Symposium Proceedings 2005, 2005: 1107. PMID: 16779394, PMCID: PMC1560477.Peer-Reviewed Original Research
2004
Protecting patient privacy by quantifiable control of disclosures in disseminated databases
Ohno-Machado L, Silveira P, Vinterbo S. Protecting patient privacy by quantifiable control of disclosures in disseminated databases. International Journal Of Medical Informatics 2004, 73: 599-606. PMID: 15246040, DOI: 10.1016/j.ijmedinf.2004.05.002.Peer-Reviewed Original ResearchMeSH KeywordsAlgorithmsAnonymous TestingConfidentialityDatabases as TopicDisclosureHumansMedical Records Systems, ComputerizedPrivacyConceptsSensitive patient dataPattern recognition algorithmsLevel of confidentialitySensitive dataPrivacy protectionSensitive informationDisseminated dataRecognition algorithmDegree of anonymityPatient privacyAlgorithmPrivacyPatient dataDatabaseAnonymizationQuantifiable controlPublic health purposesConfidentialityInformationAnonymityHealth care organizationsHealth purposesCare organizationsCommon practiceAmbiguation
2002
Open source handheld-based EMR for paramedics working in rural areas.
Anantraman V, Mikkelsen T, Khilnani R, Kumar V, Pentland A, Ohno-Machado L. Open source handheld-based EMR for paramedics working in rural areas. AMIA Annual Symposium Proceedings 2002, 12-6. PMID: 12463777, PMCID: PMC2244537.Peer-Reviewed Original ResearchMeSH KeywordsAllied Health PersonnelChildChild Health ServicesChild, PreschoolComputers, HandheldDecision Support TechniquesHumansIndiaMedical Records Systems, ComputerizedPrenatal CareRural Health ServicesProviding context-sensitive decision-support based on WHO guidelines.
Ray H, Boxwala A, Anantraman V, Ohno-Machado L. Providing context-sensitive decision-support based on WHO guidelines. AMIA Annual Symposium Proceedings 2002, 637-41. PMID: 12463901, PMCID: PMC2244156.Peer-Reviewed Original Research
2001
Disambiguation data: extracting information from anonymized sources.
Dreiseitl S, Vinterbo S, Ohno-Machado L. Disambiguation data: extracting information from anonymized sources. AMIA Annual Symposium Proceedings 2001, 144-8. PMID: 11825171, PMCID: PMC2243291.Peer-Reviewed Original ResearchMeSH KeywordsAdultAlgorithmsConfidentialityDemographyFemaleHumansMaleMedical Records Systems, ComputerizedMiddle AgedPrivacyEffects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance.
Ohno-Machado L, Vinterbo S, Dreiseitl S. Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance. AMIA Annual Symposium Proceedings 2001, 503-7. PMID: 11825239, PMCID: PMC2243599.Peer-Reviewed Original ResearchAlgorithmsConfidentialityHumansLogistic ModelsMedical Records Systems, ComputerizedROC CurveStatistics as TopicHiding information by cell suppression.
Vinterbo S, Ohno-Machado L, Dreiseitl S. Hiding information by cell suppression. AMIA Annual Symposium Proceedings 2001, 726-30. PMID: 11825281, PMCID: PMC2243346.Peer-Reviewed Original Research