Automatic medical specialty classification based on patients’ description of their symptoms

Automatic medical specialty classification based on patients’ description of their symptoms

Abstract In China, patients usually determine their medical specialty before they register the corresponding specialists in the hospitals. This process usually requires a lot of medical knowledge for the patients. As a result, many patients do not register the correct specialty for the first time if...

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Bibliographic Details
Main Authors: Chao Mao, Quanjing Zhu, Rong Chen, Weifeng Su
Format: Article
Language:English
Published: BMC 2023-01-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Medical specialty classification
Convolutional neural network
BERT
Attention
Registration
Online Access:https://doi.org/10.1186/s12911-023-02105-7

Internet

https://doi.org/10.1186/s12911-023-02105-7

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