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Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
Loading articles data…
Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
2 articles
Newest firstBackgroundHealthcare systems globally are under increasing financial and operational strain due to aging populations, rising expenditures, and workforce shortages. Amid these challenges, artificial intelligence (AI) has emerged as a promising tool to enhance system-level performance, particularly in cost reduction, productivity gains, and administrative efficiency. ObjectiveThis review aims to synthesize existing…
Open article record in new tab ↗Accurate prediction of outpatient utilization supports responsive health-care planning. Using longitudinal micro-data from the Survey of Health, Ageing and Retirement in Europe (SHARE)--10,777 adults observed across Waves 5, 6, 8, and 9 (2013, 2015, 2019-2020, and 2021-2022, respectively)--we forecast Wave-9 outpatient visit counts from Waves 5-6-8 history. We benchmark generalized estimating equations (GEE) and g…
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