Evaluating Bias-Mitigated Predictive Models of Perinatal Mood and Anxiety Disorders
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DOI: 10.1001/jamanetworkopen.2024.38152
Abstract: Key Points Question How accurate and fair are predictive models of postpartum depression, defined as screening above clinical cutoffs on psychometric screening tools, trained on commonly available electronic health records? Findings In this diagnostic study… read more here.
Keywords: mitigated predictive; evaluating bias; predictive models; bias mitigated ... See more keywords
Facial Stereotype Bias Is Mitigated by Training
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DOI: 10.1177/1948550620972550
Abstract: People automatically infer others’ personality (e.g., trustworthiness) based on facial appearance, and such facial stereotype biases predict real-world consequences across political, legal, and business domains. The present research tested whether these biases can be mitigated… read more here.
Keywords: bias mitigated; stereotype; stereotype bias; mitigated training ... See more keywords