Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare

Social determinants of health (SDoH) play a crucial role in patient health outcomes, yet their integration into biomedical knowledge graphs remains underexplored. This study addresses this gap by constructing an SDoH-enriched knowledge graph using the MIMIC-III dataset and PrimeKG. We introduce a no...

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Hauptverfasser:	Shang, Tianqi, He, Weiqing, Chen, Tianlong, Ding, Ying, Wu, Huanmei, Zhou, Kaixiong, Shen, Li
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computers and Society Computer Science - Learning
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