Rafael Sousa Costa
AuthID: R-000-F5Z
11
TITLE: An Overview of Mathematical Modelling in Cancer Research: Fractional Calculus as Modelling Tool
AUTHORS: Vieira, Lourenco Corte; Costa, Rafael S.; Valerio, Duarte ;
PUBLISHED: 2023, SOURCE: FRACTAL AND FRACTIONAL, VOLUME: 7, ISSUE: 8
AUTHORS: Vieira, Lourenco Corte; Costa, Rafael S.; Valerio, Duarte ;
PUBLISHED: 2023, SOURCE: FRACTAL AND FRACTIONAL, VOLUME: 7, ISSUE: 8
12
TITLE: Hybrid deep modeling of a CHO-K1 fed-batch process: combining first-principles with deep neural networks
AUTHORS: Pinto, Jose; Ramos, Joao R. C.; Costa, Rafael S.; Rossell, Sergio; Dumas, Patrick; Oliveira, Rui;
PUBLISHED: 2023, SOURCE: FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, VOLUME: 11
AUTHORS: Pinto, Jose; Ramos, Joao R. C.; Costa, Rafael S.; Rossell, Sergio; Dumas, Patrick; Oliveira, Rui;
PUBLISHED: 2023, SOURCE: FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, VOLUME: 11
13
TITLE: Predicting metabolic fluxes from omics data via machine learning: Moving from knowledge-driven towards data-driven approaches
AUTHORS: Daniel Gonçalves; Rui Henriques; Rafael Costa;
PUBLISHED: 2023, SOURCE: Computational and Structural Biotechnology Journal, VOLUME: 21
AUTHORS: Daniel Gonçalves; Rui Henriques; Rafael Costa;
PUBLISHED: 2023, SOURCE: Computational and Structural Biotechnology Journal, VOLUME: 21
14
TITLE: Pattern-centric transformation of omics-data sources grounded on multi-wise gene associations aids predictive tasks in TCGA while ensuring interpretability
AUTHORS: André Patrício; Rafael S Costa; Rui Henriques;
PUBLISHED: 2023
AUTHORS: André Patrício; Rafael S Costa; Rui Henriques;
PUBLISHED: 2023
15
TITLE: A General SBML Compatible Hybrid Modeling Framework: Combining Biochemical Mechanisms with Deep Neural Networks for Systems Biology Applications
AUTHORS: José Pinto; João R C Ramos; Rafael S Costa; Rui Oliveira;
PUBLISHED: 2023
AUTHORS: José Pinto; João R C Ramos; Rafael S Costa; Rui Oliveira;
PUBLISHED: 2023
16
TITLE: IPOscore: An interactive web-based platform for postoperative surgical complications analysis and prediction in the oncology domain Full Text
AUTHORS: Mochão, H; Gonçalves, D; Alexandre, L; Castro, C; Valério, D ; Barahona, P; Moreira Gonçalves, D; Costa, PMD; Henriques, R; Santos, LL; Costa, RS;
PUBLISHED: 2022, SOURCE: Computer Methods and Programs in Biomedicine, VOLUME: 219
AUTHORS: Mochão, H; Gonçalves, D; Alexandre, L; Castro, C; Valério, D ; Barahona, P; Moreira Gonçalves, D; Costa, PMD; Henriques, R; Santos, LL; Costa, RS;
PUBLISHED: 2022, SOURCE: Computer Methods and Programs in Biomedicine, VOLUME: 219
17
TITLE: Enrichment analysis on regulatory subspaces: A novel direction for the superior description of cellular responses to SARS-CoV-2
AUTHORS: Rodrigues, Pedro; Costa, Rafael S.; Henriques, Rui;
PUBLISHED: 2022, SOURCE: COMPUTERS IN BIOLOGY AND MEDICINE, VOLUME: 146
AUTHORS: Rodrigues, Pedro; Costa, Rafael S.; Henriques, Rui;
PUBLISHED: 2022, SOURCE: COMPUTERS IN BIOLOGY AND MEDICINE, VOLUME: 146
18
TITLE: Context-situated visualization of biclusters to aid decisions: going beyond subspaces with parallel coordinates
AUTHORS: Gonçalves, D; Costa, RS; Henriques, R;
PUBLISHED: 2022, SOURCE: 16th International Conference on Advanced Visual Interfaces, AVI 2022 in ACM International Conference Proceeding Series
AUTHORS: Gonçalves, D; Costa, RS; Henriques, R;
PUBLISHED: 2022, SOURCE: 16th International Conference on Advanced Visual Interfaces, AVI 2022 in ACM International Conference Proceeding Series
19
TITLE: A general deep hybrid model for bioreactor systems: Combining first principles with deep neural networks
AUTHORS: Pinto, Jose; Mestre, Mykaella; Ramos, J.; Costa, Rafael S.; Striedner, Gerald; Oliveira, Rui;
PUBLISHED: 2022, SOURCE: COMPUTERS & CHEMICAL ENGINEERING, VOLUME: 165
AUTHORS: Pinto, Jose; Mestre, Mykaella; Ramos, J.; Costa, Rafael S.; Striedner, Gerald; Oliveira, Rui;
PUBLISHED: 2022, SOURCE: COMPUTERS & CHEMICAL ENGINEERING, VOLUME: 165
20
TITLE: Time-Lagged Correlation Analysis of Shellfish Toxicity Reveals Predictive Links to Adjacent Areas, Species, and Environmental Conditions Full Text
AUTHORS: Patricio, Andre; Lopes, Marta B. ; Costa, Pedro Reis; Costa, Rafael S.; Henriques, Rui; Vinga, Susana ;
PUBLISHED: 2022, SOURCE: TOXINS, VOLUME: 14, ISSUE: 10
AUTHORS: Patricio, Andre; Lopes, Marta B. ; Costa, Pedro Reis; Costa, Rafael S.; Henriques, Rui; Vinga, Susana ;
PUBLISHED: 2022, SOURCE: TOXINS, VOLUME: 14, ISSUE: 10
