Shenggeng Lin

MDF-SA-DDI: predicting drug–drug interaction events based on multi-source drug fusion, multi-source feature fusion and transformer self-attention mechanism

Shenggeng Lin, Yanjing Wang, Lingfeng Zhang et al. · Briefings in Bioinformatics · 2021 · 183 citations

Computing, Pharmacology, Drug Interactions +12

MDDI-SCL: predicting multi-type drug-drug interactions via supervised contrastive learning

Shenggeng Lin, Weizhi Chen, Gengwang Chen et al. · Journal of Cheminformatics · 2022 · 56 citations · Full text

Medicine, Pharmacology, Machine Learning +12

<scp>TEPCAM</scp>: <scp>Prediction</scp> of <scp>T</scp>‐cell receptor–epitope binding specificity via interpretable deep learning

Junwei Chen, Bowen Zhao, Shenggeng Lin et al. · Protein Science · 2023 · 34 citations · Full text

Life Sciences, Bioinformatics, Immunology +17

DeepPSE: Prediction of polypharmacy side effects by fusing deep representation of drug pairs and attention mechanism

Shenggeng Lin, Guangwei Zhang, Dong‐Qing Wei et al. · Computers in Biology and Medicine · 2022 · 20 citations

Medicine, Pharmacology, Pharmacotherapy +16

An end-to-end method for predicting compound-protein interactions based on simplified homogeneous graph convolutional network and pre-trained language model

Yufang Zhang, Jiayi Li, Shenggeng Lin et al. · Journal of Cheminformatics · 2024 · 17 citations · Full text

Life Sciences, Bioinformatics, Pharmacology +17