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A Pathological Diagnosis Method for Fever of Unknown Origin Based on Multipath Hierarchical Classification: Model Design and Validation

A Pathological Diagnosis Method for Fever of Unknown Origin Based on Multipath Hierarchical Classification: Model Design and Validation

However, FUO can be attributed to numerous potential causes, necessitating a multiclass classification approach. Consequently, using flat classification methods alone results in suboptimal accuracy and fails to fulfill the application’s requirements [31]. Given the hierarchical structure of the etiological labels in the FUO dataset, it is possible to use hierarchical classification [32] models to analyze the dataset.

Jianchao Du, Junyao Ding, Yuan Wu, Tianyan Chen, Jianqi Lian, Lei Shi, Yun Zhou

JMIR Form Res 2024;8:e58423