Tiago J. S. Lopes

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 4

Top Topics

Machine Learning

Protein Function Prediction

Top Venues

Frontiers Bioinform.

Braz. J. Inf. Syst.

PLoS Comput. Biol.

Publications

Marcos Vinicius Ferreira, Tatiane Nogueira Rios, Ricardo Araújo Rios, Tiago J. S. Lopes
A graph-based machine learning framework identifies critical properties of FVIII that lead to hemophilia A. Frontiers Bioinform. 3 (2023)
Marcos Vinicius Ferreira, Tiago J. S. Lopes, Ricardo Araújo Rios, Tatiane Nogueira Rios
Modeling Protein Activities and Mutations with Graph Neural Networks: Insights into Hemophilia. IJCNN (2023)
Tiago J. S. Lopes, Tatiane M. Nogueira, Ricardo Araújo Rios
A Machine Learning Framework Predicts the Clinical Severity of Hemophilia B Caused by Point-Mutations. Frontiers Bioinform. 2 (2022)
Deborah Chasman, Kevin B. Walters, Tiago J. S. Lopes, Amie J. Eisfeld, Yoshihiro Kawaoka, Sushmita Roy
Integrating Transcriptomic and Proteomic Data Using Predictive Regulatory Network Models of Host Response to Pathogens. PLoS Comput. Biol. 12 (7) (2016)
Rodrigo da Rosa Righi, Cristiano André da Costa, Lucas Graebin, Tiago J. S. Lopes, Alexandre Luis Andrade
GetLB: Balanceamento de Carga Eficiente para o Escalonamento de Transações Eletrônicas Financeiras. Braz. J. Inf. Syst. 7 (4) (2014)
Martin H. Schaefer, Tiago J. S. Lopes, Nancy Mah, Jason E. Shoemaker, Yukiko Matsuoka, Jean-Fred Fontaine, Caroline Louis-Jeune, Amie J. Eisfeld, Gabriele Neumann, Carol Perez-Iratxeta, Yoshihiro Kawaoka, Hiroaki Kitano, Miguel A. Andrade-Navarro
Adding Protein Context to the Human Protein-Protein Interaction Network to Reveal Meaningful Interactions. PLoS Comput. Biol. 9 (1) (2013)
Yukiko Matsuoka, Hiromi Matsumae, Manami Katoh, Amie J. Eisfeld, Gabriele Neumann, Takeshi Hase, Samik Ghosh, Jason E. Shoemaker, Tiago J. S. Lopes, Tokiko Watanabe, Shinji Watanabe, Satoshi Fukuyama, Hiroaki Kitano, Yoshihiro Kawaoka
A comprehensive map of the influenza A virus replication cycle. BMC Syst. Biol. 7 (2013)
Tiago J. S. Lopes, Martin H. Schaefer, Jason E. Shoemaker, Yukiko Matsuoka, Jean-Fred Fontaine, Gabriele Neumann, Miguel A. Andrade-Navarro, Yoshihiro Kawaoka, Hiroaki Kitano
Tissue-specific subnetworks and characteristics of publicly available human protein interaction databases. Bioinform. 27 (17) (2011)
Tiago J. S. Lopes, Tatyana Luganskaja, Maja Vujic Spasic, Matthias W. Hentze, Martina U. Muckenthaler, Klaus Schümann, Jens G. Reich
Systems analysis of iron metabolism: the network of iron pools and fluxes. BMC Syst. Biol. 4 (2010)