Chang-Ying Ma

Prediction models of human plasma protein binding rate and oral bioavailability derived by using GA–CG–SVM method

Chang-Ying Ma, Sheng‐Yong Yang, Hui Zhang et al. · Journal of Pharmaceutical and Biomedical Analysis · 2008 · 71 citations

Oral Bioavailability, Engineering, Pharmacokinetic Modeling +11

In silico prediction of mitochondrial toxicity by using GA-CG-SVM approach

Hui Zhang, Qingyi Chen, Mingli Xiang et al. · Toxicology in Vitro · 2008 · 67 citations

Mitochondrial Toxicity, Engineering, Predictive Toxicology +10

An integrated scheme for feature selection and parameter setting in the support vector machine modeling and its application to the prediction of pharmacokinetic properties of drugs

Shengyong Yang, Qi Huang, Linli Li et al. · Artificial Intelligence in Medicine · 2008 · 55 citations

Parameter Setting, Pharmacokinetic Modeling, Machine Learning +12

A prediction model of substrates and non-substrates of breast cancer resistance protein (BCRP) developed by GA–CG–SVM method

Lei Zhong, Chang-Ying Ma, Hui Zhang et al. · Computers in Biology and Medicine · 2011 · 34 citations

Prediction Model, Breast Oncology, Engineering +7

Three-class classification models of logS and logP derived by using GA–CG–SVM approach

Hui Zhang, Mingli Xiang, Chang-Ying Ma et al. · Molecular Diversity · 2009 · 32 citations

Data Classification, Classification Method, Engineering +12