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Overview of CHIP 2022 Shared Task 5: Clinical Diagnostic Coding

  • Gengxin Luo
  • , Bo Kang
  • , Hao Peng
  • , Ying Xiong
  • , Zhenli Lin
  • , Buzhou Tang*
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The 8th China conference on Health Information Processing (CHIP2022) released 5 shared tasks related to Chinese medical information processing. Among them, the fifth task is about clinical diagnosis coding, which demands assigning the standard medical diagnostic words to the possible medical concepts in the visiting information. A total of 10 teams participated in the task and finally submitted 19 sets of results. This task takes the average F1 score as the final evaluation index, and the highest F1 score among all submission reaches 0.6908.

Original languageEnglish
Title of host publicationHealth Information Processing. Evaluation Track Papers - 8th China Conference, CHIP 2022, Revised Selected Papers
EditorsBuzhou Tang, Qingcai Chen, Hongfei Lin, Fei Wu, Lei Liu, Tianyong Hao, Yanshan Wang, Haitian Wang, Jianbo Lei, Zuofeng Li, Hui Zong
PublisherSpringer Science and Business Media Deutschland GmbH
Pages177-184
Number of pages8
ISBN (Print)9789819948253
DOIs
StatePublished - 2023
Externally publishedYes
EventProceedings of the 8th China Conference on China Health Information Processing Conference 2022 - Hangzhou, China
Duration: 21 Oct 202223 Oct 2022

Publication series

NameCommunications in Computer and Information Science
Volume1773 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

ConferenceProceedings of the 8th China Conference on China Health Information Processing Conference 2022
Country/TerritoryChina
CityHangzhou
Period21/10/2223/10/22

Keywords

  • Clinical Diagnosis Encoding
  • Natural Language Processing
  • Pre-trained Language Model

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