Active Learning for Biomedical Text Classification Based on Automatically Generated Regular Expressions

Biomedical text classification algorithms, which currently support clinical decision-making processes, call for expensive training texts due to the low availability of labeled corpus and the cost of manual annotation by specialized professionals. The active learning (AL) approach to classification h...

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Bibliographic Details
Main Authors: Christopher A. Flores, Rosa L. Figueroa, Jorge E. Pezoa
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9369295/