Incorporating area-level social drivers of health in predictive algorithms using electronic health record data
Sign Up to like & getrecommendations! Published in 2025 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocaf009
Abstract: Abstract Objectives The inclusion of social drivers of health (SDOH) into predictive algorithms of health outcomes has potential for improving algorithm interpretation, performance, generalizability, and transportability. However, there are limitations in the availability, understanding, and… read more here.
Keywords: level; predictive algorithms; social drivers; drivers health ... See more keywords
Comparative Analysis of Predictive Algorithms for Performance Measurement
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DOI: 10.1109/access.2024.3372082
Abstract: Predictive algorithms, also known as mathematical models, utilize historical data to accurately predict future outcomes. These algorithms identify patterns and relationships within the data, resulting in precise predictions. The growing importance of predictive algorithms in… read more here.
Keywords: classification; predictive algorithms; regression; comparative analysis ... See more keywords
Implementation of Predictive Algorithms for the Study of the Endarterectomy LOS
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DOI: 10.3390/bioengineering9100546
Abstract: Background: In recent years, the length of hospital stay (LOS) following endarterectomy has decreased significantly from 4 days to 1 day. LOS is influenced by several common complications and factors that can adversely affect the… read more here.
Keywords: implementation predictive; predictive algorithms; value; endarterectomy ... See more keywords