DICE: A Drug Indication Classification and Encyclopedia for AI-Based Indication Extraction

DICE: A Drug Indication Classification and Encyclopedia for AI-Based Indication Extraction

Drug labeling contains an ‘INDICATIONS AND USAGE’ that provides vital information to support clinical decision making and regulatory management. Effective extraction of drug indication information from free-text based resources could facilitate drug repositioning projects and help collect real-world...

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Bibliographic Details
Main Authors: Arjun Bhatt, Ruth Roberts, Xi Chen, Ting Li, Skylar Connor, Qais Hatim, Mike Mikailov, Weida Tong, Zhichao Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
natural language processing
deep learning
artificial intelligence
transformers
drug indication
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.711467/full

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