Nelson R. C. Monteiro

Deep Neural Network Architecture for Drug-Target Interaction Prediction

Bernardete Ribeiro, Joel Arrais, Nelson R. C. Monteiro, 2019, ICANN.

Explainable deep drug–target representations for binding affinity prediction

Carlos J. V. Simões, Nelson R. C. Monteiro, Joel P. Arrais, 2022, BMC Bioinformatics.

Designing optimized drug candidates with Generative Adversarial Network

Carlos J. V. Simões, Nelson R. C. Monteiro, Joel P. Arrais, 2022, Journal of Cheminformatics.

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

Bernardete Ribeiro, Luis Torres, Nelson Monteiro, 2020, 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE).

End-to-End Deep Learning Approach for Drug-Target Interaction Prediction

Nelson Rodrigo Carvalho Monteiro, Nelson R. C. Monteiro, 2019 .

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

Bernardete Ribeiro, Joel Arrais, Nelson R C Monteiro, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

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

Nelson R. C. Monteiro, Joel P. Arrais, J. L. Oliveira, 2022, Comput. Biol. Medicine.

FSM-DDTR: End-to-end feedback strategy for multi-objective De Novo drug design using transformers

Nelson R. C. Monteiro, Joel P. Arrais, Maryam Abbasi, 2023, Comput. Biol. Medicine.