Journal of Medical Internet Research

Development of a 5-Year Risk Prediction Model for Transition From Prediabetes to Diabetes Using Machine Learning: Retrospective Cohort Study

Significant predictors were selected on the training set using recursive feature elimination methods, followed by prediction model development using 7 machine learning algorithms (logistic regression, ...
Journal of Medical Internet Research

Large Language Model–Driven Knowledge Graph Construction in Sepsis Care Using Multicenter Clinical Databases: Development and Usability Study

Conclusions: This study represents a pioneering effort in using LLMs, particularly GPT-4.0, to construct a comprehensive sepsis knowledge graph. The innovative application of prompt engineering, ...
IEEE

Model-Based Data Normalization for Data-Driven PMSM Fault Diagnosis

Abstract: The diagnosis of numerous defects in permanent magnet synchronous motors is crucial to the motor system's safe operation. However, fluctuating working conditions can distort current ...
IEEE

Distributed Model Predictive Consensus of MASs Against False Data Injection Attacks and Denial-of-Service Attacks

Abstract: This article provides a secure distributed output feedback model predictive control (DOFMPC) solution for the leader-following consensus problems of homogeneous linear disturbed multi-agent ...