Nelson R. C. Monteiro

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Congestion Control

Prediction Error

Top Venues

J. Cheminformatics

Comput. Biol. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Nelson R. C. Monteiro, José Luís Oliveira, Joel P. Arrais
TAG-DTA: Binding-region-guided strategy to predict drug-target affinity using transformers. Expert Syst. Appl. 238 (Part F) (2024)
Nelson R. C. Monteiro, Tiago Pereira, Ana Catarina D. Machado, José Luís Oliveira, Maryam Abbasi, Joel P. Arrais
drug design using transformers. Comput. Biol. Medicine 164 (2023)
Nelson R. C. Monteiro, Carlos J. V. Simões, Henrique V. Ávila, Maryam Abbasi, José Luís Oliveira, Joel P. Arrais
Explainable deep drug-target representations for binding affinity prediction. BMC Bioinform. 23 (1) (2022)
Maryam Abbasi, Beatriz P. Santos, Tiago Pereira, Raul Sofia, Nelson R. C. Monteiro, Carlos J. V. Simões, Rui Brito, Bernardete Ribeiro, José Luís Oliveira, Joel P. Arrais
Designing optimized drug candidates with Generative Adversarial Network. J. Cheminformatics 14 (1) (2022)
Nelson R. C. Monteiro, José Luís Oliveira, Joel P. Arrais
DTITR: End-to-end drug-target binding affinity prediction with transformers. Comput. Biol. Medicine 147 (2022)
Maryam Abbasi, Beatriz P. Santos, Tiago Pereira, Raul Sofa, Nelson R. C. Monteiro, Carlos J. V. Simões, Rui M. M. Brito, Bernardete Ribeiro, José Luís Oliveira, Joel P. Arrais
Correction to: Designing optimized drug candidates with Generative Adversarial Network. J. Cheminformatics 14 (1) (2022)
Nelson R. C. Monteiro, Bernardete Ribeiro, Joel P. Arrais
Drug-Target Interaction Prediction: End-to-End Deep Learning Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Luis Torres, Nelson R. C. Monteiro, José Luís Oliveira, Joel Arrais, Bernardete Ribeiro
Exploring a Siamese Neural Network Architecture for One-Shot Drug Discovery. BIBE (2020)
Nelson R. C. Monteiro, Bernardete Ribeiro, Joel P. Arrais
Deep Neural Network Architecture for Drug-Target Interaction Prediction. ICANN (Workshop) (2019)