CausalGuard: A Counterfactual-Aware AI Framework for Robust Clinical Decision Support in Acute General Medicine

<p>Current artificial intelligence (AI) systems in clinical decision support (CDS) predominantly rely on associative models that identify patterns in electronic health records (EHRs) but fail to reason about cause&ndash;effect relationships. This limitation leads to brittle recommendations, poor gen...

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Autores principales: Okuwobi, Idowu Paul, Liu, Jingyuan
Formato: Capítulo de libro
Lenguaje:inglés
Publicado: IntechOpen 2026
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Acceso en línea:https://www.intechopen.com/chapters/1241482
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