- Independent Researcher, CONICET
- Assistant Professor, Department of Informatics, FICH-UNL
- Leader of the Bioinformatics Research Group: computer science and machine learning people who essentially make algorithms for the integration, fusion and analysis of biological data. We develop novel data mining algorithms and computing tools, as well as intelligent algorithms, for biological data fusion and integration, and for new knowledge discovery.
Research lines in bioinformatics:
- Gene function prediction – inference of GO annotations to genes
- Gene regulatory network reconstruction
- Metabolic engineering
- Pre-miRNA prediction algorithms from genome-wide data
- Data fusion and integration of biological sources
Research Interests
- Bioinformatics
- Machine learning
- Neural networks
- Data mining
- Clustering
Teaching
Courses in Engineering Informatics:
- Computational intelligence
- Artificial intelligence
- Data Mining for Bioinformatics
Advisor of
Coadvisor of
- Guillermo Leale
- Leandro Bugnon
- Matías Gerard
- Jonathan Raad
Latest Publicactions
exp2GO: improving prediction of functions in the Gene Ontology with expression data
- L. Di Persia
- T. López
- A. A. Arce
- D. H. Milone
- G. Stegmayer
IEEE/ACM Transactions on Computational Biology and Bioinformatics - 2022
Anc2vec: embedding gene ontology terms by preserving ancestors relationships
- A. Edera
- D. H. Milone
- G. Stegmayer
Briefings in Bioinformatics - feb 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
More Publications
Personal Contact
- Phone: +54 (342) 4575233/34, ext. 193
- Office number: 3
- E-mail: gstegmayer@sinc.unl.edu.ar