GitHub

Multi-Endpoint Toxicity Prediction API for Drug Safety Assessment

MultiEndpointTox is a machine learning-powered REST API for predicting multiple drug toxicity endpoints from molecular structures. It provides interpretable predictions with SHAP explanations, ...
IEEE

Data-Driven Multilayer Perceptron Strategy for Modeling Dielectric Dispersive Permittivity

Abstract: Accurate dielectric characterization is often limited by iterative and computationally intensive optimization procedures. This work presents a custom multilayer perceptron (MLP) model ...
IEEE

Guided Explicit Mechanism Property Generation Using WGAN and Integrated Regression Model for Insufficient Gasoline NIR Data Augmentation

Abstract: Near-infrared analysis has demonstrated superiority in constructing calibration models for evaluating gasoline properties during blending. However, the intricacies of sampling and the ...
Frontiers

A clinical prediction model for delirium tremens: development and validation in alcohol-dependent patients using multivariable logistic regression

Delirium tremens (DT) is a severe complication of alcohol withdrawal. This study aimed to develop and validate a prediction model for DT risk in hospitalized patients with alcohol dependence, using ...