2020
Bringing Big Data to Bear in Environmental Public Health: Challenges and Recommendations
Comess S, Akbay A, Vasiliou M, Hines RN, Joppa L, Vasiliou V, Kleinstreuer N. Bringing Big Data to Bear in Environmental Public Health: Challenges and Recommendations. Frontiers In Artificial Intelligence 2020, 3: 31. PMID: 33184612, PMCID: PMC7654840, DOI: 10.3389/frai.2020.00031.Peer-Reviewed Original ResearchBig dataArtificial InteligenceSkilled data scientistsComplex data setsData scientistsScientific computingCyber infrastructureMachine learningAI approachesReusable dataFAIR principlesData curationComputational toolsData setsEnvironmental public health researchResearch hubData collectionActionable recommendationsBroader public health communityComputingSharingInteligenceSufficient informationCurationParamount importance
2011
Data from clinical notes: a perspective on the tension between structure and flexible documentation
Rosenbloom S, Denny J, Xu H, Lorenzi N, Stead W, Johnson K. Data from clinical notes: a perspective on the tension between structure and flexible documentation. Journal Of The American Medical Informatics Association 2011, 18: 181-186. PMID: 21233086, PMCID: PMC3116264, DOI: 10.1136/jamia.2010.007237.Peer-Reviewed Original ResearchConceptsReusable dataElectronic health record system adoptionStructured documentationComputer-based documentation systemsClinical notesClinical documentationStructured dataText processingSystem adoptionRecord systemSuch systemsDocumentation systemWorkflowContent needsProvidersUsabilityDocumentationExpressivitySystemHealthcare providersPatient careDataProcessingMajor goalAdoption
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