IEEE

Optimization and Validation of Current Sharing in IGBT Modules With Multichips in Parallel

Abstract: Multichips paralleled insulated gate bipolar transistor (IGBT) power modules are widely employed in industrial and automotive power conversion systems. The asymmetry of the circuit topology ...
Journal of Medical Internet Research

Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study

The gradient boosting machine followed closely with AUROC scores of 0.802 (95% CI 0.667-0.857) for the training dataset and 0.689 (95% CI 0.596-0.733) for the validation dataset. In contrast, both XGB ...
IEEE

Photoelectric Vulnerability Analysis and Experimental Validation of Incremental Optical Encoders in Internet of Things Applications

Abstract: Incremental optical encoders are widely used as photoelectric sensing components in direct current motor servo systems, but their inherent susceptibility to optical interference ultimately ...
Journal of Medical Internet Research

A Supervised Explainable Machine Learning Model for Perioperative Neurocognitive Disorder in Liver-Transplantation Patients and External Validation on the Medical Information ...

Results: In the development cohort, 201 out of 751 (33.5%) patients were diagnosed with PND. The logistic regression model achieved the highest AUC (0.799) in the internal validation set, with ...