透明机器学习预测决定2型糖尿病患者开始胰岛素治疗的关键驱动因素

Abstract Aims The objective of this study is to establish a predictive model using transparent machine learning (ML) to identify any drivers that characterize therapeutic inertia. Methods Data in the form of both descriptive and dynamic variables collected from electronic records of 1.5 million pati...

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Bibliographic Details
Main Authors: Nicoletta Musacchio, Rita Zilich, Paola Ponzani, Giacomo Guaita, Carlo Giorda, Rebeca Heidbreder, Pierluigi Santin, Graziano Di Cianni
Format: Article
Language:English
Published: Wiley 2023-03-01
Series:Journal of Diabetes
Subjects:
Online Access:https://doi.org/10.1111/1753-0407.13361