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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hojung Shin

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Book Open access Aug 2026

RaceMED: A Race-Aware Approach to Accurate and Fair Medication Recommendation

RaceMED is proposed, which incorporates properties (1) and (2) through a dual-branch encoder composed of race-specific and race-general branches that capture idiosyncratic features unique to each racial group and general patterns shared across all patients, and a predictor based on race-aware attention that restricts c...

Hojung Shin, Taeri Kim, Jebum Choi et al. · 0 citations
Book Open access Aug 2026

RaceMED: A Race-Aware Approach to Accurate and Fair Medication Recommendation

Clinical evidence indicates that (1) disease prevalence differs across racial groups and (2) medication prescriptions for identical diagnoses and procedures may vary across racial groups. However, existing medication recommendation methods have not integrated these racial properties into the design of their encoder and...

Hojung Shin, Taeri Kim, Jebum Choi et al. · 0 citations

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