Medical expense dynamic prediction system and method based on artificial intelligence

Abstract

The invention discloses a medical expense dynamic prediction system and method based on artificial intelligence, relates to the technical field of medical information, and discloses a special disease expense prediction module and a medical expense prediction module. Core features of'high cost influence, high clinical evidence and high controllability 'are screened out, closed-loop management of'prediction-intervention-re-prediction' is realized, a decision tree is constructed based on comprehensive importance, the sequence and cost contribution of feature decision are clarified, the limitations of'low precision, unexplainability and static lag 'of traditional medical cost prediction are broken through, and the medical cost prediction method has the advantages of being high in practicability and high in practicability. Through innovative combination of special disease customization modeling, multi-modal attention fusion, clinical interpretable decision making and dynamic cycle adaptation, a full-chain breakthrough from data to decision making, from prediction to intervention and from black box to transparency is achieved.

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