MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction

Zhen Zhang
Zhen Zhang
Shen Ge
Shen Ge

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Retrieval Virtual Event China July, 2020, pp. 1841-1844, 2020.

Cited by: 0|Bibtex|Views60|DOI:https://doi.org/10.1145/3397271.3401275
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Other Links: dl.acm.org|dblp.uni-trier.de|academic.microsoft.com

Abstract:

Diagnosis prediction aims to forecast diseases that a patient might have in his next hospital visit, which is critical in Clinical Decision Supporting System (CDSS). Existing approaches mainly formulate diagnosis prediction as a multi-label classification problem and use discrete medical codes as major features. While the structural infor...More

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