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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Bibliographic Details
Main Author: Pascoal, Cláudio (author)
Format: masterThesis
Language:eng
Published: 2021
Subjects:
Machine learning
Deep learning
Neural networks
Bioinformatics
Protein
Interface prediction
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Online Access:http://hdl.handle.net/10362/123467
Country:Portugal
Oai:oai:run.unl.pt:10362/123467

Internet

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

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