AIMC Topic: Administrative Claims, Healthcare

Clear Filters Showing 11 to 13 of 13 articles

Phenotypic clustering of heart failure with preserved ejection fraction reveals different rates of hospitalization.

Journal of cardiovascular medicine (Hagerstown, Md.) Jan 1, 2021
AIMS: Approximately 50% of patients with heart failure have preserved (≥50%) ejection fraction (HFpEF). Improved understanding of the phenotypic heterogeneity of HFpEF might facilitate development of targeted therapies and interventions.
Retrospective Studies Female Prognosis Aged, 80 and over Male Aged Hospitalization Databases, Factual Humans Age Factors Cluster Analysis United States Data Mining Administrative Claims, Healthcare Heart Failure Natural Language Processing Prevalence Time Factors Comorbidity Stroke Volume Ventricular Function, Left Middle Aged
View on PubMed DOI

Machine Learning for Health Services Researchers.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research Jul 1, 2019
BACKGROUND: Machine learning is increasingly used to predict healthcare outcomes, including cost, utilization, and quality.
Administrative Claims, Healthcare Health Care Costs Health Services Research Quality Indicators, Health Care Data Mining Models, Statistical Models, Economic Cost-Benefit Analysis Machine Learning Clinical Decision-Making Humans
View on PubMed DOI

Measuring Exposure to Incarceration Using the Electronic Health Record.

Medical care Jun 1, 2019
BACKGROUND: Electronic health records (EHRs) are a rich source of health information; however social determinants of health, including incarceration, and how they impact health and health care disparities can be hard to extract.
Veterans Prisoners Administrative Claims, Healthcare Information Storage and Retrieval United States Department of Veterans Affairs Cohort Studies Ethnicity Adult Medicare United States Natural Language Processing Self Report Male Sensitivity and Specificity Humans Female Electronic Health Records Middle Aged
View on PubMed DOI
Popular Topics
Recent Journals