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Cristian Yones
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Predicting novel microRNA: a comprehensive comparison of machine learning approaches
G Stegmayer, LE Di Persia, M Rubiolo, M Gerard, M Pividori, C Yones, ...
Briefings in bioinformatics 20 (5), 1607-1620, 2019
472019
Deep neural architectures for highly imbalanced data in bioinformatics
LA Bugnon, C Yones, DH Milone, G Stegmayer
IEEE Transactions on Neural Networks and Learning Systems 31 (8), 2857-2867, 2019
402019
High class-imbalance in pre-miRNA prediction: a novel approach based on deepSOM
G Stegmayer, C Yones, L Kamenetzky, DH Milone
IEEE/ACM transactions on computational biology and bioinformatics 14 (6 …, 2016
372016
Portación nasal de Staphylococcus aureus en individuos de la comunidad: factores epidemiológicos
S Fosch, C Yones, M Trossero, O Grosso, A Nepote
Acta bioquímica clínica latinoamericana 46 (1), 59-68, 2012
372012
miRNAfe: a comprehensive tool for feature extraction in microRNA prediction
CA Yones, G Stegmayer, L Kamenetzky, DH Milone
Biosystems 138, 1-5, 2015
332015
Novel SARS-CoV-2 encoded small RNAs in the passage to humans
GA Merino, J Raad, LA Bugnon, C Yones, L Kamenetzky, J Claus, F Ariel, ...
Bioinformatics 36 (24), 5571-5581, 2020
262020
Alternative use of miRNA-biogenesis co-factors in plants at low temperatures
DA Ré, PLM Lang, C Yones, AL Arce, G Stegmayer, D Milone, ...
Development 146 (5), dev172932, 2019
252019
Genome-wide pre-miRNA discovery from few labeled examples
C Yones, G Stegmayer, DH Milone
Bioinformatics 34 (4), 541-549, 2018
202018
MicroRNA discovery in the human parasite Echinococcus multilocularis from genome-wide data
L Kamenetzky, G Stegmayer, L Maldonado, N Macchiaroli, C Yones, ...
Genomics 107 (6), 274-280, 2016
172016
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning
LA Bugnon, C Yones, DH Milone, G Stegmayer
Briefings in bioinformatics 22 (3), bbaa184, 2021
152021
Influence of contraception on basic vaginal states: A prospective study
SE Fosch, C Yones, M Trossero, O Grosso, B Perazzi
Health 7 (2), 238-244, 2015
152015
High precision in microRNA prediction: a novel genome-wide approach with convolutional deep residual networks
C Yones, J Raad, LA Bugnon, DH Milone, G Stegmayer
Computers in Biology and Medicine 134, 104448, 2021
142021
Deep Learning for the discovery of new pre-miRNAs: Helping the fight against COVID-19
LA Bugnon, J Raad, GA Merino, C Yones, F Ariel, DH Milone, ...
Machine Learning with Applications 6, 100150, 2021
132021
Identification and expression profiling of microRNAs in Hymenolepis
N Macchiaroli, M Cucher, L Kamenetzky, C Yones, L Bugnon, M Berriman, ...
International journal for parasitology 49 (3-4), 211-223, 2019
132019
The influence of different contraceptive methods on vaginal microbiota: Clinical study
SE Fosch, C Yones, M Trossero, O Grosso
Scientific Research Publishing, 2013
102013
Genome-wide hairpins datasets of animals and plants for novel miRNA prediction
LA Bugnon, C Yones, J Raad, DH Milone, G Stegmayer
Data in brief 25, 104209, 2019
62019
DL4papers: a deep learning approach for the automatic interpretation of scientific articles
LA Bugnon, C Yones, J Raad, M Gerard, M Rubiolo, G Merino, M Pividori, ...
Bioinformatics 36 (11), 3499-3506, 2020
42020
HextractoR: an R package for automatic extraction of hairpins from genome-wide data
C Yones, N Macchiaroli, L Kamenetzky, G Stegmayer, D Milone
bioRxiv, 2020.10. 09.333898, 2020
32020
Computational prediction of novel miRNAs from genome-wide data
G Stegmayer, C Yones, L Kamenetzky, N Macchiaroli, DH Milone
Functional Genomics: Methods and Protocols, 29-37, 2017
22017
Nasal carriage of Staphylococcus aureus in community individuals: epidemiological factors
S Fosch, C Yones, M Trossero, O Grosso, A Nepote
ACTA BIOQUIMICA CLINICA LATINOAMERICANA 46 (1), 59-67, 2012
22012
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