MR-KPA: medication recommendation by combining knowledge-enhanced pre-training with a deep adversarial network

MR-KPA: medication recommendation by combining knowledge-enhanced pre-training with a deep adversarial network

Abstract Background Medication recommendation based on electronic medical record (EMR) is a research hot spot in smart healthcare. For developing computational medication recommendation methods based on EMR, an important challenge is the lack of a large number of longitudinal EMR data with time corr...

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Bibliographic Details
Main Authors: Shaofu Lin, Mengzhen Wang, Chengyu Shi, Zhe Xu, Lihong Chen, Qingcai Gao, Jianhui Chen
Format: Article
Language:English
Published: BMC 2022-12-01
Series:BMC Bioinformatics
Subjects:
Medication recommendation
Electronic medical record
Graph attention network
Pre-training model
Adversarial training
Online Access:https://doi.org/10.1186/s12859-022-05102-1

Internet

https://doi.org/10.1186/s12859-022-05102-1

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