Nelson R. C. Monteiro

Orcid: 0000-0002-2147-7321

According to our database1, Nelson R. C. Monteiro authored at least 9 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
TAG-DTA: Binding-region-guided strategy to predict drug-target affinity using transformers.
Expert Syst. Appl., March, 2024

2023
FSM-DDTR: End-to-end feedback strategy for multi-objective <i>De Novo</i> drug design using transformers.
Comput. Biol. Medicine, September, 2023

2022
Correction to: Designing optimized drug candidates with Generative Adversarial Network.
J. Cheminformatics, 2022

Designing optimized drug candidates with Generative Adversarial Network.
J. Cheminformatics, 2022

DTITR: End-to-end drug-target binding affinity prediction with transformers.
Comput. Biol. Medicine, 2022

Explainable deep drug-target representations for binding affinity prediction.
BMC Bioinform., 2022

2021
Drug-Target Interaction Prediction: End-to-End Deep Learning Approach.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

2020
Exploring a Siamese Neural Network Architecture for One-Shot Drug Discovery.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Deep Neural Network Architecture for Drug-Target Interaction Prediction.
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


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