IEEE

Connecting Different Approaches for Cell Cycle Modeling: Learning Ordinary Differential Equations from Individual-Based Models

Abstract: We investigate the feasibility of deriving surrogate ordinary differential equations (ODEs) from individual-based models (IBMs) simulated in the PhysiCell platform. As a preliminary ...
Journal of Medical Internet Research

Supervised Machine Learning Models for Predicting Sepsis-Associated Liver Injury in Patients With Sepsis: Development and Validation Study Based on a Multicenter Cohort Study

Model performance was evaluated using accuracy, balanced accuracy, Brier score, detection prevalence, F1-score, Jaccard index, κ coefficient, Matthews correlation coefficient, negative predictive ...
IEEE

Health Indicator Construction and Remaining Useful Life Prediction Based on MSC-LSTM-AE Model for Working Bearings

Abstract: In the prediction of remaining useful life (RUL) for rotating mechanical components, the extraction and construction of health or degradation indicators are crucial. To effectively construct ...