Leandro Bugnon

  • Assistant Researcher,┬áCONICET
  • 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

Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches
  • L. A. Bugnon
  • A. Edera
  • S. Prochetto
  • M. Gerard
  • J. Raad
  • E. Fenoy
  • M. Rubiolo
  • U. Chorostecki
  • G. Gabaldon
  • F. Ariel
  • L. Di Persia
  • D. H. Milone
  • G. Stegmayer

Briefing in Bioinformatics - 2022

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

More Publications

Personal Contact

  • Phone: +54 (342) 4575233/34, ext. 190
  • Office number: 9
  • E-mail: lbugnon@sinc.unl.edu.ar