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Miguel Rocha

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Venues

PLoS computational biology

Journal of integrative bioinformatics

BMC bioinformatics

Interdisciplinary sciences, computational life sciences

Universidade do Minho

Universidade do Minho (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Universidade do Minho Apr 1o 1998

Portugal

Associate Professor :: Informatics

Education History

Universidade do Minho Oct 1o 1998 - Apr 16o 2004

Portugal

PHD :: Informatics

Publications

Delora Baptista, Pedro G Ferreira, Miguel Rocha
A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer. PLoS computational biology 19 (3) (2023)
Delora Baptista, João Correia, Bruno Pereira, Miguel Rocha
Evaluating molecular representations in machine learning models for drug response prediction and interpretability. Journal of integrative bioinformatics 19 (3) (2022)
João Capela, Davide Lagoa, Ruben Rodrigues, Emanuel Cunha, Fernando Cruz, Ana Barbosa, José Bastos, Diogo Lima, Eugénio C Ferreira, Miguel Rocha, Óscar Dias
merlin, an improved framework for the reconstruction of high-quality genome-scale metabolic models. Nucleic acids research 50 (11) (2022)
Vítor Vieira, Jorge Ferreira, Miguel Rocha
A pipeline for the reconstruction and evaluation of context-specific human metabolic models at a large-scale. PLoS computational biology 18 (6) (2022)
Tiago Sousa, João Correia, Vítor Pereira, Miguel Rocha
Generative Deep Learning for Targeted Compound Design. Journal of chemical information and modeling 61 (11) (2021)
Elsa Costa E Silva, Teresa Lino-Neto, Eugénia Ribeiro, Miguel Rocha, Manuel Joao Costa
Going virtual and going wide: comparing Team-Based Learning in-class versus online and across disciplines. Education and information technologies (2021)
Vítor Vieira, Paulo Maia, Miguel Rocha, Isabel Rocha
Comparison of pathway analysis and constraint-based methods for cell factory design. BMC bioinformatics 20 (1) (2019)
Sara Cardoso, Telma Afonso, Marcelo Maraschin, Miguel Rocha
WebSpecmine: A Website for Metabolomics Data Analysis and Mining. Metabolites 9 (10) (2019)
Vítor Vieira, Jorge Ferreira, Rúben Rodrigues, Filipe Liu, Miguel Rocha
A Model Integration Pipeline for the Improvement of Human Genome-Scale Metabolic Reconstructions. Journal of integrative bioinformatics 16 (1) (2018)
Vitor Vieira, Paulo Maia, Isabel Rocha, Miguel Rocha
Development of a Framework for Metabolic Pathway Analysis-Driven Strain Optimization Methods. Interdisciplinary sciences, computational life sciences 9 (1) (2017)
David Henriques, Alejandro F Villaverde, Miguel Rocha, Julio Saez-Rodriguez, Julio R Banga
Data-driven reverse engineering of signaling pathways using ensembles of dynamic models. PLoS computational biology 13 (2) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Miguel Rocha