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 cohort was randomly divided into training and testing datasets in a 7:3 ratio, and multiple ML techniques were used to develop an algorithm for optimizing initial vancomycin dosing. The optimal ...
IEEE

Enhancing Reservoir Characterization: Genetic Algorithm-Assisted Correction of Pore Aspect Ratio Using CNN-LSTM in Petrophysical Modeling

Abstract: Petrophysics primarily focuses on understanding the relationship between rock properties and fluid behavior. However, traditional petrophysical modeling has certain limitations. In the ...
IEEE

CIMAP: A High-Performance Motion Planning Algorithm for Robotic Manipulators in Complex Environments Using Clearance Inference Network

Abstract: This article introduces CIMAP, a high-performance motion planning algorithm for robotic manipulators in complex environments, based on the clearance inference network (CIN). CIMAP ...