Gabin Placide ALLANGBA

An Efficient Random Forest Model for Predicting Respiratory Toxicity of Organic Chemicals

Aubin N’GUESSAN, Ludovic Akonan, Désiré MELEDJE, Hermann N’Guessan, Gabin Placide ALLANGBA, Logbo MOUSSE, Nahossé Ziao, Melalie Keita, Raymond KRE & Eugene Megnassan · Journal of Pharmaceutical Research International · 2025

This study developed a random forest (RF) model based on a large and diverse dataset to classify whether organic chemicals or drugs are respiratory toxicants. Indeed, the concerns regarding drug-induced respiratory remain a major cause of drug candidate failure in clinical trials...