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1. Realizing the promise of big data: how Taiwan can help the world reduce medical errors and advance precision medicine

Wang, Kevin; Muennig, Peter A.
2022
Articles
Medical records--Data processingClinical medicine--Decision making--Data processingBig dataArtificial intelligenceMedicine

2. Under-specification as the source of ambiguity and vagueness in narrative phenotype algorithm definitions

Yu, Jingzhi; Pacheco, Jennifer A.; Ghosh, Anika S.; Luo, Yuan; Weng, Chunhua; Shang, Ning; Benoit, Barbara; Carrell, David S.; Carroll, Robert J.; Dikilitas, Ozan; Freimuth, Robert R.; Gainer, Vivian S.; Hakonarson, Hakon; Hripcsak, George; Kullo, Iftikhar J.; Mentch, Frank; Peissig, Peggy L.; Ramirez, Andrea H.; Walton, Nephi; Wei, Wei-Qi; Rasmussen, Luke V.
2022
Articles
Medical records--Data processingPhenotypeGenetic algorithmsAlgorithms

3. An Evaluation of Computational Methods to Support the Clinical Management of Chronic Disease Populations

Feller, Daniel
2020
Theses
Health services administrationChronically ill--CareIntegrated delivery of health careHIV (Viruses)--Patients--Services forPatients--CareHealth--Information servicesMedical records--Data processingHealth--Social aspects

4. Comparative analysis, applications, and interpretation of electronic health record-based stroke phenotyping methods

Thangaraj, Phyllis M.; Kummer, Benjamin R.; Lorberbaum, Tal; Elkind, Mitchell S. V.; Tatonetti, Nicholas P.
2020
Articles
Cerebrovascular diseasePhenotypeMachine learningMedical records--Data processing

5. Electronic Health Record-Derived Phenotyping Models to Improve Genomic Research in Stroke

Thangaraj, Phyllis Mary
2020
Theses
BioinformaticsGeneticsCerebrovascular diseaseCerebrovascular disease--Risk factorsMedical records--Data processingMachine learning--Industrial applications

6. Essays on Healthcare Economics

Martin, Janet Jing
2020
Theses
EconomicsPublic healthProvider-sponsored organizations (Medical care)Medical records--Data processingHealth insuranceOutcome assessment (Medical care)

7. Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization

Levy-Fix, Gal
2020
Theses
Information scienceMedical records--Data processingHIV-positive persons--CarePatient monitoring--Data processingVisualization--Data processing

8. Personal Life Events—a Promising Dimension For Psychiatry In Electronic Health Records

Weissman, Myrna M.; Pathak, Jyotishman; Talati, Ardesheer
2020
Articles
PsychiatryEpidemiologyMedical records--Data processingLife change events

9. Bayesian Modeling of Latent Heterogeneity in Complex Survey Data and Electronic Health Records

Anthopolos, Rebecca
2019
Theses
BiometryBayesian statistical decision theory--Mathematical modelsLongitudinal studiesMedical records--Data processing

10. Electronic Health Records Based Prediction of Future Incidence of Alzheimer’s Disease Using Machine Learning

Park, Ji-Hwan; Cho, Han Eol; Kim, Jong Hun; Wall, Melanie M.; Stern, Yaakov; Lim, Hyun-Sun; Yoo, Shinjae; Kim, Hyoung Seop; Cha, Jiook
2019
Articles
Medical records--Data processingAlzheimer's diseaseAlzheimer's disease--ForecastingNeurology