MEDICAL RARE EVENT PREDICTION METHOD, APPARATUS, AND STORAGE MEDIUM FOR MULTIMODAL DATA

Abstract

A medical rare event prediction method, apparatus and storage medium of multimodal data includes: on the basis of the existing model of the transformer, by preprocessing the data, the absence of imputed data, semantic feature extraction on structured data simultaneously leveraging powerful modeling capabilities exhibited by the model of transformers in multiple domains such as natural language processing and computer vision, again by extracting unstructured data, that is, the semantic characteristics of the text data, the semantic characteristics of the structured data and the unstructured data are fused, the prediction of the medical rare event is performed based on the fused characteristics, and the prediction of the medical rare event of the multimodal data is achieved using the structured data and the unstructured data, and the prediction accuracy is improved.

CPC Classifications