Multitask CapsNet: An Imbalanced Data Deep Learning Method for Predicting Toxicants

• Yiwei Wang,
• Binyou Wang,
• Jie Jiang,
• Jianmin Guo,
• Jia Lai,
• Xiao-Yuan Lian,
• Jianming Wu

Affiliations

Yiwei Wang

School of Preclinical Medicine, Southwest Medical University, Luzhou, China

Binyou Wang

School of Pharmacy, Southwest Medical University, Luzhou, China

Jie Jiang

School of Preclinical Medicine, Southwest Medical University, Luzhou, China

Jianmin Guo

School of Preclinical Medicine, Southwest Medical University, Luzhou, China

Jia Lai

School of Pharmacy, Southwest Medical University, Luzhou, China

Xiao-Yuan Lian

School of Pharmacy, Zhejiang University, Hangzhou, China

Jianming Wu

Key Laboratory of Medical Electrophysiology, Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Luzhou, China