Data-driven automated classification algorithms for acute health conditions: Applying PheNorm to COVID-19 disease.
Joshua C. SmithDaniel ParkJill Whitaker BeyMichael McLemoreElizabeth HanchrowDax WestermanJoshua OsmanskiRobert WinterArvind RamaprasanAnn KelleyMary SheaDavid J. CronkiteSaranrat WittayanukornDanijela StojanovicYueqin ZhaoDarren TohKevin B. JohnsonDavid AronoffDavid CarrellPublished in: AMIA (2022)
Keyphrases
- data driven
- automated classification
- learning algorithm
- worst case
- graph theory
- significant improvement
- times faster
- machine learning
- computationally efficient
- theoretical analysis
- machine learning algorithms
- health care
- data sets
- computational efficiency
- monitoring system
- decision support system
- computational cost
- search space
- information systems