3D Convolutional Neural Networks for Identifying Protein Interfaces

Protein interaction is a fundamental part of nearly all biochemical processes and proteins evolved specific surface regions for molecular recognition and interaction. These regions are different from the remaining surface, with different amino acid compositions, geometry and chemical properties. Det...

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Detalhes bibliográficos
Autor principal: Pascoal, Cláudio (author)
Formato: masterThesis
Idioma:eng
Publicado em: 2021
Assuntos:
Machine learning
Deep learning
Neural networks
Bioinformatics
Protein
Interface prediction
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Texto completo:http://hdl.handle.net/10362/123467
País:Portugal
Oai:oai:run.unl.pt:10362/123467

Texto Completo

http://hdl.handle.net/10362/123467

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