MultiscaleDTA: A multiscale-based method with a self-attention mechanism for drug-target binding affinity prediction

Mendelian randomization highlights causal association between genetically increased C‐reactive protein levels and reduced Alzheimer's disease risk

(2022) Yang Hu et al.   Alzheimers & Dementia

Cognitive performance protects against Alzheimer’s disease independently of educational attainment and intelligence

(2022) Yang Hu et al.   MOLECULAR PSYCHIATRY

rs1990622 variant associates with Alzheimer’s disease and regulates TMEM106B expression in human brain tissues

(2021) Yang Hu et al.   BMC Medicine

Predicting drug-target affinity based on recurrent neural networks and graph convolutional neural networks

(2021) Qingyu Tian et al.   COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING

Deep drug-target binding affinity prediction with multiple attention blocks

(2021) Yuni Zeng et al.   BRIEFINGS IN BIOINFORMATICS

Integration of Multiple-Omics Data to Analyze the Population-Specific Differences for Coronary Artery Disease

(2021) Yang Hu et al.   Computational and Mathematical Methods in Medicine

Drug-target continuous binding affinity prediction using multiple sources of information

(2021) Betsabeh Tanoori et al.   EXPERT SYSTEMS WITH APPLICATIONS

TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments

(2020) Lifan Chen et al.   BIOINFORMATICS

DeepCDA: Deep Cross-Domain Compound-Protein Affinity Prediction through LSTM and Convolutional Neural Networks

(2020) Karim Abbasi et al.   BIOINFORMATICS

Compound-protein Interaction Prediction with End-to-end Learning of Neural Networks for Graphs and Sequences

(2018) Masashi Tsubaki et al.   BIOINFORMATICS

OUP accepted manuscript

(2018)   BIOINFORMATICS

Deep-Learning-Based Drug–Target Interaction Prediction

(2017) Ming Wen et al.   JOURNAL OF PROTEOME RESEARCH

Visual Cortex Inspired CNN Model for Feature Construction in Text Analysis

(2016) Hongping Fu et al.   Frontiers in Computational Neuroscience

BindingDB in 2015: A public database for medicinal chemistry, computational chemistry and systems pharmacology

(2015) Michael K. Gilson et al.   NUCLEIC ACIDS RESEARCH

PubChem Substance and Compound databases

(2015) Sunghwan Kim et al.   NUCLEIC ACIDS RESEARCH

UniProt: a hub for protein information

(2014)   NUCLEIC ACIDS RESEARCH

Diagnosing the decline in pharmaceutical R&D efficiency

(2012) Jack W. Scannell et al.   NATURE REVIEWS DRUG DISCOVERY

Comprehensive analysis of kinase inhibitor selectivity

(2011) Mindy I Davis et al.   NATURE BIOTECHNOLOGY

A machine learning approach to predicting protein–ligand binding affinity with applications to molecular docking

(2010) Pedro J. Ballester et al.   BIOINFORMATICS