» Articles » PMID: 34336781

Moving Beyond Simple Risk Prediction: Segmenting Patient Populations Using Consumer Data

Overview
Specialty Public Health
Date 2021 Aug 2
PMID 34336781
Citations 1
Authors
Affiliations
Soon will be listed here.
Citing Articles

Screening for frequent hospitalization risk among community-dwelling older adult between 2016 and 2023: machine learning-driven item selection, scoring system development, and prospective validation.

Leung E, Guan J, Zhang Q, Ching C, Yee H, Liu Y Front Public Health. 2024; 12:1413529.

PMID: 39664532 PMC: 11632619. DOI: 10.3389/fpubh.2024.1413529.

References
1.
Rinehart D, Oronce C, Durfee M, Ranby K, Batal H, Hanratty R . Identifying Subgroups of Adult Superutilizers in an Urban Safety-Net System Using Latent Class Analysis: Implications for Clinical Practice. Med Care. 2016; 56(1):e1-e9. PMC: 5406260. DOI: 10.1097/MLR.0000000000000628. View

2.
Johnson T, Rinehart D, Durfee J, Brewer D, Batal H, Blum J . For many patients who use large amounts of health care services, the need is intense yet temporary. Health Aff (Millwood). 2015; 34(8):1312-9. DOI: 10.1377/hlthaff.2014.1186. View

3.
Truong H, Luke A, Hammond G, Wadhera R, Reidhead M, Joynt Maddox K . Utilization of Social Determinants of Health ICD-10 Z-Codes Among Hospitalized Patients in the United States, 2016-2017. Med Care. 2020; 58(12):1037-1043. PMC: 7666017. DOI: 10.1097/MLR.0000000000001418. View

4.
McGinnis J, Williams-Russo P, Knickman J . The case for more active policy attention to health promotion. Health Aff (Millwood). 2002; 21(2):78-93. DOI: 10.1377/hlthaff.21.2.78. View

5.
Shariff-Marco S, Yang J, John E, Kurian A, Cheng I, Leung R . Intersection of Race/Ethnicity and Socioeconomic Status in Mortality After Breast Cancer. J Community Health. 2015; 40(6):1287-99. PMC: 4628564. DOI: 10.1007/s10900-015-0052-y. View