Rule-Enhanced Disease Coding Method Based on Roberta
نویسندگان
چکیده
Disease coding is crucial in medical informatics, but its complexity and sheer volume of disease codes make traditional methods ineffective. To address this challenge, paper formulates as a classification problem, leveraging pre-trained language models integrating domain knowledge to propose rule-enhanced clinical approach. Experimental results demonstrate the effectiveness method, which achieved second-best performance China Health Information Processing Conference (CHIP) 2022 competition.
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ژورنال
عنوان ژورنال: Communications in computer and information science
سال: 2023
ISSN: ['1865-0937', '1865-0929']
DOI: https://doi.org/10.1007/978-981-99-4826-0_19