Publications

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Publications in 2022
Transfer Learning based on Optimal Transport for Motor Imagery Brain-Computer Interfaces   sinc_PNWGLMS22.doi sinc_PNWGLMS22.pdf
V. Peterson, N. Nieto, D. Wyser, R. Gassert, O. Lambercy, D. H. Milone, R. Spies
IEEE Transactions on Biomedical Engineering, Volume 69, Number 2, page 807--817 - feb 2022
Transfer learning in proteins: evaluating novel protein learned representations for bioinformatics tasks   sinc_FES22.doi sinc_FES22.pdf
E. Fenoy, A. Edera, G. Stegmayer
Briefings in Bioinformatics, Volume 23, Number 4 - 2022
 
Publications in 2021
"Thinking out loud": an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS21.doi sinc_NPRKS21.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
bioRxiv - 2021
Análisis y clasificación de ladrillos de hormigón celular a través de imágenes   sinc_ORRMA21.pdf
R. Ortiz de Zárate, L. Ríos, G. Roncaglia, C. E. Martínez, E. M. Albornoz
XXVII Congreso Argentino De Ciencias De La Computación (CACIC) - 2021
Automatic sleep staging from pulse oximeter using RNN   sinc_CDS21a.doi sinc_CDS21a.pdf
R. Casal, L. Di Persia, G. Schlotthauer
2021 29th European Signal Processing Conference (EUSIPCO), page 965--969 - 2021
Brain representation of acoustic features during goal-oriented dialogues   sinc_GNVBGK21.pdf
J. Gonzalez, N. Nieto, M. Veneziano, P. Brusco, A. Gravano, J. Kamienkoski
XIX Simposio Argentino de Inteligencia Artificial (ASAI)-JAIIO 50 - 2021
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture   sinc_GADLLRCMCBF21.doi sinc_GADLLRCMCBF21.pdf
N. Gaggion, F. Ariel, V. Daric, É. Lambert, S. Legendre, T. Roulé, A. Camoirano, D. H. Milone, M. Crespi, T. Blein, E. Ferrante
GigaScience, Volume 10, Number 7 - 2021
City-scale model for COVID-19 epidemiology with mobility and social activities represented by a set of Hidden Markov Models   sinc_PBDR21.doi sinc_PBDR21.pdf
Carlos M. Pais, J. Biurrun, A. Del Prado, H. L. Rufiner
Scielo Preprints - 2021
Classifying sleep–wake stages through recurrent neural networks using pulse oximetry signals   sinc_CDS21.doi sinc_CDS21.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Biomedical Signal Processing and Control, Volume 63 - 2021
Deep Learning for the discovery of new pre-miRNAs: helping the fight against COVID-19   sinc_BRMYAMS21.doi sinc_BRMYAMS21.pdf
L. A. Bugnon, J. Raad, G. Merino, C. Yones, F. Ariel, D. H. Milone, G. Stegmayer
Machine Learning with Applications, Volume 6 - 2021
Deepred-Mt: Deep representation learning for predicting C-to-U RNA editing in plant mitochondria   sinc_ESSM21.doi sinc_ESSM21.pdf
A. Edera, I. Small, M. Sanchez-Puerta, D. H. Milone
Computers in Biology and Medicine - 2021
Desarrollo de aplicación móvil para reconocimiento y valoración de cervezas artesanales (Undergraduate project)   sinc_PFA21.pdf
M. Paiva, E. Ferrante, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Desarrollo de un sistema para neurorehabilitación basado en plataforma de balance y mini-pc (Undergraduate project)"   sinc_AAE21.pdf
C. H. Arrasin, E. M. Albornoz, A. Estepa
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Domain Generalization via Gradient Surgery   sinc_MEMF21.pdf
L. Mansilla, R. Echeveste, D. H. Milone, E. Ferrante
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), page 6630--6638 - 2021
Extreme Learning Machine design for dealing with unrepresentative features   sinc_NIPRS21.doi sinc_NIPRS21.pdf
N. Nieto, F. Ibarrola, V. Peterson, H. L. Rufiner, R. Spies
Neuroinformatics, Springer - 2021
Generación de mapas de calor de un partido de básquetbol a partir del procesamiento de video   sinc_BEPMFA21.pdf
J. Bourlot, G. Erbele, E. Priemer, C. E. Martínez, E. Ferrante, E. M. Albornoz
XXVII Congreso Argentino De Ciencias De La Computación (CACIC) - 2021
Hibachi: A ROS compatible skid-steer vehicle   sinc_SMBDG21.doi sinc_SMBDG21.pdf
G. Sanchez, M. Murillo, J. Benavídez, Nestor N. Deniz, L. Giovanini
2021 XIX Workshop on Information Processing and Control (RPIC), page 1--6 - 2021
High precision in microRNA prediction: a novel genome-wide approach with convolutional deep residual networks   sinc_YRBMS21.doi sinc_YRBMS21.pdf
C. Yones, J. Raad, L. A. Bugnon, D. H. Milone, G. Stegmayer
Computers in Biology and Medicine, Volume 134 - 2021
Hybrid Graph Convolutional Neural Networks for Landmark-Based Anatomical Segmentation   sinc_GMMF21a.doi sinc_GMMF21a.pdf
N. Gaggion, L. Mansilla, D. H. Milone, E. Ferrante
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2021, page 600--610 - 2021
miRe2e: a full end-to-end deep model based on transformers for prediction of pre-miRNAs   sinc_RBMS21.doi sinc_RBMS21.pdf
J. Raad, L. A. Bugnon, D. H. Milone, G. Stegmayer
Bioinformatics - 2021

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