Nelson R. C. Monteiro

According to our database, Nelson R. C. Monteiro authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

TAG-DTA: Binding-region-guided strategy to predict drug-target affinity using transformers.

Nelson R. C. Monteiro, José Luís Oliveira, Joel P. Arrais

Expert Syst. Appl., March, 2024

2023

FSM-DDTR: End-to-end feedback strategy for multi-objective <i>De Novo</i> drug design using transformers.

Nelson R. C. Monteiro, Tiago Pereira, Ana Catarina D. Machado, José Luís Oliveira, Maryam Abbasi, Joel P. Arrais

Comput. Biol. Medicine, September, 2023

2022

Correction to: Designing optimized drug candidates with Generative Adversarial Network.

Maryam Abbasi, Beatriz P. Santos, Tiago C. Pereira, Raul Sofa, Nelson R. C. Monteiro, Carlos J. V. Simões, Rui M. M. Brito, Bernardete Ribeiro, José Luís Oliveira, Joel P. Arrais

J. Cheminformatics, 2022

Designing optimized drug candidates with Generative Adversarial Network.

Maryam Abbasi, Beatriz P. Santos, Tiago C. Pereira, Raul Sofia, Nelson R. C. Monteiro, Carlos J. V. Simões, Rui M. M. Brito, Bernardete Ribeiro, José Luís Oliveira, Joel P. Arrais

J. Cheminformatics, 2022

DTITR: End-to-end drug-target binding affinity prediction with transformers.

Nelson R. C. Monteiro, José Luís Oliveira, Joel P. Arrais

Comput. Biol. Medicine, 2022

Explainable deep drug-target representations for binding affinity prediction.

Nelson R. C. Monteiro, Carlos J. V. Simões, Henrique V. Ávila, Maryam Abbasi, José Luís Oliveira, Joel P. Arrais

BMC Bioinform., 2022

2021

Drug-Target Interaction Prediction: End-to-End Deep Learning Approach.

Nelson R. C. Monteiro, Bernardete Ribeiro, Joel P. Arrais

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

2020

Exploring a Siamese Neural Network Architecture for One-Shot Drug Discovery.

Luis H. M. Torres, Nelson R. C. Monteiro, José Luís Oliveira, Joel Arrais, Bernardete Ribeiro

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Deep Neural Network Architecture for Drug-Target Interaction Prediction.

Nelson R. C. Monteiro, Bernardete Ribeiro, Joel P. Arrais

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019