Reducing healthcare disparities using multiple multiethnic data distributions with fine-tuning of transfer learning
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac078
Abstract: Healthcare disparities in multiethnic medical data is a major challenge; the main reason lies in the unequal data distribution of ethnic groups among data cohorts. Biomedical data collected from different cancer genome research projects may… read more here.
Keywords: data distributions; healthcare disparities; transfer learning; fine tuning ... See more keywords
Measuring health disparities using a continuous social risk factor.
Sign Up to like & getrecommendations! Published in 2022 at "Health services research"
DOI: 10.1111/1475-6773.14048
Abstract: OBJECTIVE To propose and evaluate a novel approach for measuring hospital-level disparities according to the effect of a continuous, polysocial risk factor on those outcomes. STUDY SETTING Our cohort consisted of Medicare Fee-for-Service (FFS) patients… read more here.
Keywords: social risk; risk factor; risk; hospital ... See more keywords