Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods

Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods

Abstract Background Semantic categorization analysis of clinical trials eligibility criteria based on natural language processing technology is crucial for the task of optimizing clinical trials design and building automated patient recruitment system. However, most of related researches focused on...

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Bibliographic Details
Main Authors: Hui Zong, Jinxuan Yang, Zeyu Zhang, Zuofeng Li, Xiaoyan Zhang
Format: Article
Language:English
Published: BMC 2021-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Eligibility criteria
Clinical trials
Semantic category
Clustering
Classification
Online Access:https://doi.org/10.1186/s12911-021-01487-w

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