Observability and its impact on differential bias for clinical prediction models
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DOI: 10.1093/jamia/ocac019
Abstract: OBJECTIVE Electronic health records have incomplete capture of patient outcomes. We consider the case when observability is differential across a predictor. Including such a predictor (sensitive variable) can lead to algorithmic bias, potentially exacerbating health… read more here.
Keywords: differential bias; sensitive variable; clinical prediction; observability ... See more keywords