- Assistant Researcher, CONICET
- Teaching Assistant, Department of Informatics, FICH-UNL
Research Interests
- Deep learning
- Bioinformatics
- Computer vision
- Biomedical signal processing
Teaching
- Digital image processing (Undergraduate course in Engineering Informatics)
- Scientific Computing with Applications in Signals, Systems and Computational Intelligence (Graduate course)
Advisor
Coadvisor
Latest Publicactions
miRe2e: a full end-to-end deep model based on transformers for prediction of pre-miRNAs
- J. Raad
- L. A. Bugnon
- D. H. Milone
- G. Stegmayer
Bioinformatics - 2021
Deep Learning for the discovery of new pre-miRNAs: helping the fight against COVID-19
- L. A. Bugnon
- J. Raad
- G. Merino
- C. Yones
- F. Ariel
- D. H. Milone
- G. Stegmayer
Machine Learning with Applications - 2021
High precision in microRNA prediction: a novel genome-wide approach with convolutional deep residual networks
- C. Yones
- J. Raad
- L. A. Bugnon
- D. H. Milone
- G. Stegmayer
Computers in Biology and Medicine - 2021
Novel SARS-CoV-2 encoded small RNAs in the passage to humans
- G. Merino
- J. Raad
- L. A. Bugnon
- C. Yones
- L. Kamenetzky
- J. Claus
- F. Ariel
- D. H. Milone
- G. Stegmayer
Bioinformatics - 11 2020
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning
- L. A. Bugnon
- C. Yones
- D. H. Milone
- G. Stegmayer
Oxford Briefings in Bioinformatics - 2020
More Publications
Personal Contact
- Phone: +54 (342) 4575233/34, ext. 190
- Office number: 9
- E-mail: lbugnon@sinc.unl.edu.ar