Siamese Recurrent Neural Network with a Self-Attention Mechanism for Bioactivity Prediction

[Image: see text] Activity prediction plays an essential role in drug discovery by directing search of drug candidates in the relevant chemical space. Despite being applied successfully to image recognition and semantic similarity, the Siamese neural network has rarely been explored in drug discover...

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Detalles Bibliográficos
Autores principales: Fernández-Llaneza, Daniel, Ulander, Silas, Gogishvili, Dea, Nittinger, Eva, Zhao, Hongtao, Tyrchan, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8153912/
https://www.ncbi.nlm.nih.gov/pubmed/34056263
http://dx.doi.org/10.1021/acsomega.1c01266

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8153912/
https://www.ncbi.nlm.nih.gov/pubmed/34056263
http://dx.doi.org/10.1021/acsomega.1c01266

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