Survival disparities among Alzheimer's disease patients in Hawaii.

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Tác giả: Enrique Carrazana, Kore Liow, Chathura Siriwardhana

Ngôn ngữ: eng

Ký hiệu phân loại: 621.31916 Electrical, magnetic, optical, communications, computer engineering; electronics, lighting

Thông tin xuất bản: United States : Journal of Alzheimer's disease : JAD , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 690203

BackgroundSurvival after an Alzheimer's disease (AD) diagnosis is vital for patients, their families, caregivers, and healthcare providers. Hawaii, known for its diverse ethnic population, exhibits significant racial health disparities.ObjectiveThis study examined racial/ethnic and socioeconomic disparities in AD survival in Hawaii and developed machine learning models to predict overall survival using Hawaii Medicare data.MethodsNine years of Hawaii Medicare data were utilized to gather information on AD development after age 65, following patients to capture all-cause survival or until censoring. The study examined the effects of race/ethnicity and socioeconomic status (SES) on mortality risk. Cox regression analysis was conducted on overall survival, accounting for covariates. A Survival Random Forest was employed to model survival, incorporating
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