Study on risk factors of diabetic peripheral neuropathy and establishment of a prediction model by machine learning

Study on risk factors of diabetic peripheral neuropathy and establishment of a prediction model by machine learning

Abstract Background Diabetic peripheral neuropathy (DPN) is a common complication of diabetes. Predicting the risk of developing DPN is important for clinical decision-making and designing clinical trials. Methods We retrospectively reviewed the data of 1278 patients with diabetes treated in two cen...

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Bibliographic Details
Main Authors: Xiaoyang Lian, Juanzhi Qi, Mengqian Yuan, Xiaojie Li, Ming Wang, Gang Li, Tao Yang, Jingchen Zhong
Format: Article
Language:English
Published: BMC 2023-08-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Machine learning
Data analysis
Diabetes
Diabetic peripheral neuropathy
Online Access:https://doi.org/10.1186/s12911-023-02232-1

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