7 citations · 10 across the 3 of their papers we have counts for
3 papers
q-bio.BM2023★ 3 cited
Multi-task Bioassay Pre-training for Protein-ligand Binding Affinity Prediction
Jiaxian Yan, Zhaofeng Ye, Ziyi Yang +4
Protein-ligand binding affinity (PLBA) prediction is the fundamental task in drug discovery. Recently, various deep learning-based models predict binding affinity by incorporating…
cs.LG2023
ShapeWordNet: An Interpretable Shapelet Neural Network for Physiological Signal Classification
Wenqiang He, Mingyue Cheng, Qi Liu +1
Physiological signals are high-dimensional time series of great practical values in medical and healthcare applications. However, previous works on its classification fail to obtai…
q-bio.BM2022★ 7 cited
Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation
Jinjiang Guo, Qi Liu, Han Guo +1
Robust and efficient interpretation of QSAR methods is quite useful to validate AI prediction rationales with subjective opinion (chemist or biologist expertise), understand sophis…