Swapnil Chavan

Towards Global QSAR Model Building for Acute Toxicity: Munro Database Case Study

Swapnil Chavan, Ian A. Nicholls, Björn Karlsson et al. · International Journal of Molecular Sciences · 2014 · 44 citations · Full text

Engineering, Medicinal Chemistry, Toxicology +19

Acute Toxicity-Supported Chronic Toxicity Prediction: A k-Nearest Neighbor Coupled Read-Across Strategy

Swapnil Chavan, Ran Friedman, Ian A. Nicholls · International Journal of Molecular Sciences · 2015 · 42 citations · Full text

Computational Medicine, Chemical Safety, Data Science +21

A k-nearest neighbor classification of hERG K+ channel blockers

Swapnil Chavan, Ahmed Abdelaziz, Jesper G. Wiklander et al. · Journal of Computer-Aided Molecular Design · 2016 · 34 citations · Full text

Predicting Chemical-Induced Liver Toxicity Using High-Content Imaging Phenotypes and Chemical Descriptors: A Random Forest Approach

Swapnil Chavan, Nikolai Scherbak, Magnus Engwall et al. · Chemical Research in Toxicology · 2020 · 25 citations

Hit Identification, Toxicological Mechanism, Random Forest Approach +18

hERG-toxicity prediction using traditional machine learning and advanced deep learning techniques

Erik Ylipää, Swapnil Chavan, Maria Bånkestad et al. · Current Research in Toxicology · 2023 · 18 citations · Full text