Concepedia

TransVAE-DTA: Transformer and variational autoencoder network for drug-target binding affinity prediction

Changjian Zhou, LI Zhong-zheng, Jia Song, Wensheng Xiang

Computer Methods and Programs in Biomedicine · 2023 · 51 citations · 20 references

Concepts

MedicineBioinformaticsPharmacologyDrug DiscoveryAdmet PredictionBinding Affinity PredictionDrug-receptor InteractionsDrug-target Interaction NetworksLigand BindingReceptor BindingDrug - Target Binding Affinity PredictionDrug-target Binding Affinity PredictionLigand-target Binding PredictionNetwork-based Drug-target PredictionProtein - Ligand Affinity Prediction

References

20

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2018 · 45.7K citations · Full text

Computing, Computer Science, Computational Linguistics +12

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2020 · 21.6K citations · Full text

Computing, Computer Science, Computer Vision +14

Comprehensive analysis of kinase inhibitor selectivity

Mindy I. Davis, Jeremy P. Hunt, Sanna Herrgård et al. · Nature Biotechnology · 2011 · 2.4K citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacology +14

Fast Kd-Trees for the Kullback-Leibler Divergence and Other Decomposable Bregman Divergences

UvA-DARE (University of Amsterdam) · 2025 · 2.2K citations · Full text

Computing, Computer Science, Machine Learning +16