Networks in Systems Biology - Computational Biology
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Published By Springer International Publishing

9783030518615, 9783030518622
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Network Medicine: Methods and Applications

2020 ◽  
pp. 3-18
Author(s):  
Italo F. do Valle ◽  
Helder I. Nakaya
Keyword(s):  
Network Medicine

A Review of Artificial Neural Networks for the Prediction of Essential Proteins

2020 ◽  
pp. 45-68
Author(s):  
Kele Belloze ◽  
Luciana Campos ◽  
Ribamar Matias ◽  
Ivair Luques ◽  
Eduardo Bezerra
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Essential Proteins ◽  
Artificial Neural

Cellular Regulatory Network Modeling Applied to Breast Cancer

2020 ◽  
pp. 339-365
Author(s):  
Luiz Henrique Oliveira Ferreira ◽  
Maria Clicia Stelling de Castro ◽  
Alessandra Jordano Conforte ◽  
Nicolas Carels ◽  
Fabrício Alves Barbosa da Silva
Keyword(s):  
Breast Cancer ◽  
Regulatory Network ◽  
Network Modeling

Challenges for the Optimization of Drug Therapy in the Treatment of Cancer

2020 ◽  
pp. 163-198
Author(s):  
Nicolas Carels ◽  
Alessandra Jordano Conforte ◽  
Carlyle Ribeiro Lima ◽  
Fabricio Alves Barbosa da Silva
Keyword(s):  
Drug Therapy

Computational Tools for Comparing Gene Coexpression Networks

2020 ◽  
pp. 19-30
Author(s):  
Vinícius Carvalho Jardim ◽  
Camila Castro Moreno ◽  
André Fujita
Keyword(s):  
Computational Tools ◽  
Gene Coexpression ◽  
Coexpression Networks

Computational Modeling in Virus Infections and Virtual Screening, Docking, and Molecular Dynamics in Drug Design

2020 ◽  
pp. 301-337
Author(s):  
Rachel Siqueira de Queiroz Simões ◽  
Mariana Simões Ferreira ◽  
Nathalia Dumas de Paula ◽  
Thamires Rocco Machado ◽  
Pedro Geraldo Pascutti
Keyword(s):  
Molecular Dynamics ◽  
Virtual Screening ◽  
Drug Design ◽  
Computational Modeling ◽  
Virus Infections

Reaction Network Models as a Tool to Study Gene Regulation and Cell Signaling in Development and Diseases

2020 ◽  
pp. 119-159
Author(s):  
Francisco José Pereira Lopes ◽  
Claudio Daniel Tenório de Barros ◽  
Josué Xavier de Carvalho ◽  
Fernando de Magalhães Coutinho Vieira ◽  
Cristiano N. Costa
Keyword(s):  
Gene Regulation ◽  
Cell Signaling ◽  
Reaction Network ◽  
Network Models ◽  
Study Gene Regulation

Modelling Oxidative Stress Pathways

2020 ◽  
pp. 277-300
Author(s):  
Harry Beaven ◽  
Ioly Kotta-Loizou
Keyword(s):  
Oxidative Stress

Opportunities and Challenges Provided by Boolean Modelling of Cancer Signalling Pathways

2020 ◽  
pp. 199-216
Author(s):  
Petronela Buiga ◽  
Jean-Marc Schwartz
Keyword(s):  
Signalling Pathways

Transcriptograms: A Genome-Wide Gene Expression Analysis Method

2020 ◽  
pp. 69-91
Author(s):  
Rita M. C. de Almeida ◽  
Lars L. S. de Souza ◽  
Diego Morais ◽  
Rodrigo J. S. Dalmolin
Keyword(s):  
Gene Expression ◽  
Expression Analysis ◽  
Gene Expression Analysis ◽  
Analysis Method ◽  
Genome Wide ◽  
A Genome ◽  
Genome Wide Gene Expression
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