GTAMP-DTA: Graph transformer combined with attention mechanism for drug-target binding affinity prediction

Author:

Tian Chuangchuang,Wang Luping,Cui Zhiming,Wu Hongjie

Publisher

Elsevier BV

Subject

Computational Mathematics,Organic Chemistry,Biochemistry,Structural Biology

Reference47 articles.

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2. Deeph-dta: deep learning for predicting drug-target interactions: a case study of covid-19 drug repurposing;Abdel-Basset;IEEE Access,2020

3. Bahdanau, D., Cho, K., Bengio, Y., , 2015. Neural machine translation by jointly learning to align and translate. Int. Conf. Learn. Represent. ICLR 10.48550/arXiv.1409.0473..

4. Convolutional neural network with stacked autoencoders for predicting drug-target interaction and binding affinity;Bahi;Int. J. Data Min. Model. Manag.,2021

5. RCSB protein data bank: biological macromolecular structures enabling research and education in fundamental biology, biomedicine, biotechnology and energy;Burley;Nucleic Acids Res.,2019

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