Status:
UNKNOWN
Comparison of Different Feature Engineering Methods for Automated ICD Coding
Lead Sponsor:
China National Center for Cardiovascular Diseases
Conditions:
Cardiovascular Diseases
Eligibility:
All Genders
Brief Summary
Using traditional machine learning classifiers, this study targets on comparing bag-of-words, word2cec and roberta on automated ICD coding related to cardiovascular diseases in Chinese corpus.
Detailed Description
ICD coding is quite important as it serves as basis for a wide range of economic and academic applications. Currently, manual coding is mainly adopted, which faces several limits like being time-consu...
Eligibility Criteria
Inclusion
- Admissions in Fuwai Hospital, from January 1, 2019, to February 28, 2019
Exclusion
- \-
Key Trial Info
Start Date :
March 1 2021
Trial Type :
OBSERVATIONAL
Allocation :
ESTIMATED
End Date :
April 1 2021
Estimated Enrollment :
6947 Patients enrolled
Trial Details
Trial ID
NCT04849195
Start Date
March 1 2021
End Date
April 1 2021
Last Update
April 19 2021
Active Locations (1)
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1
Fuwai Hospital
Beijing, Beijing Municipality, China, 100037