Shimeng Li

发表

Virtual screening approach to identifying influenza virus neuraminidase inhibitors using molecular docking combined with machine-learning-based scoring function

Qi Zhao, Li Zhang, Li Zhang, 2017, Oncotarget.

Ocular bacterial signatures of exophthalmic disease in farmed turbot ( Scophthalmus maximus )

Li Zhang, Haixin Ai, Hongsheng Liu, 2020 .

De Novo design of potential inhibitors against SARS-CoV-2 Mpro

Li Zhang, Qi Zhao, Hongsheng Liu, 2022, Computers in Biology and Medicine.

Ensemble Learning Models Based on Noninvasive Features for Type 2 Diabetes Screening: Model Development and Validation

Junfeng Zhu, Jian Zhao, Haoyu Chen, 2019, JMIR medical informatics.

Prediction of the Blood-Brain Barrier (BBB) Permeability of Chemicals Based on Machine-Learning and Ensemble Methods.

Li Zhang, Hongsheng Liu, Shimeng Li, 2021, Chemical research in toxicology.

Ensemble Learning Models Based on Noninvasive Features for Type 2 Diabetes Screening: Model Development and Validation (Preprint)

Li Zhang, Hongsheng Liu, Shimeng Li, 2019 .

TSSF-hERG: A machine-learning-based hERG potassium channel-specific scoring function for chemical cardiotoxicity prediction.

Li Zhang, Hongsheng Liu, Shimeng Li, 2021, Toxicology.

Applications of Machine Learning Methods in Drug Toxicity Prediction.

Hui Zhang, Li Zhang, Haixin Ai, 2018, Current topics in medicinal chemistry.

Predicting the Reproductive Toxicity of Chemicals Using Ensemble Learning Methods and Molecular Fingerprints.

I. Arkin, Li Zhang, Hongsheng Liu, 2021, Toxicology letters.

Prediction of hERG potassium channel blockage using ensemble learning methods and molecular fingerprints.

Lili Liu, Li Zhang, Miao Liu, 2020, Toxicology letters.

MutagenPred-GCNNs: A Graph Convolutional Neural Network-Based Classification Model for Mutagenicity Prediction with Data-Driven Molecular Fingerprints

I. Arkin, Jinhui Meng, Li Zhang, 2021, Interdisciplinary Sciences: Computational Life Sciences.