Publications

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Publications in 2024
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images   sinc_GMMSAMF24.doi sinc_GMMSAMF24.pdf
N. Gaggion, C. Mosquera, L. Mansilla, J. Saidman, M. Aineseder, D. H. Milone, E. Ferrante
Scientific Data, Number 1, page 511 - 2024
Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance   sinc_MFMLF24.doi sinc_MFMLF24.pdf
C. Mosquera, L. Ferrer, D. H. Milone, D. Luna, E. Ferrante
European Radiology - jun 2024
Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations   sinc_MCEMF24.doi sinc_MCEMF24.pdf
L. Mansilla, E. Claucich, R. Echeveste, D. H. Milone, E. Ferrante
Transactions on Machine Learning Research - 2024
Evaluating large language models for annotating proteins   sinc_VBFMS24.doi sinc_VBFMS24.pdf
R. Vitale, L. A. Bugnon, E. Fenoy, D. H. Milone, G. Stegmayer
Briefings in Bioinformatics, Volume 25, Number 3 - 2024
Fully Adaptive Time-Varying Wave-Shape Model: Applications in Biomedical Signal Processing   sinc_RSVC24.doi sinc_RSVC24.pdf
J. Ruiz, G. Schlotthauer, L. D. Vignolo, M. A. Colominas
Signal Processing, Volume 214, Number 109258 - 2024
Neurophysiologically meaningful motor imagery EEG simulation with applications to data augmentation   sinc_GSMP24.doi sinc_GSMP24.pdf
C. Galván, R. Spies, D. H. Milone, V. Peterson
IEEE Trans. on Neural Systems and Rehab. Eng. - 2024
sincFold: end-to-end learning of short- and long-range interactions in RNA secondary structure   sinc_BDGRPFCASM24.doi sinc_BDGRPFCASM24.pdf
L. A. Bugnon, L. Di Persia, M. Gerard, J. Raad, S. Prochetto, E. Fenoy, U. Chorostecki, F. Ariel, G. Stegmayer, D. H. Milone
Briefings in Bioinformatics, Volume 25, Number 4 - 2024
 
Publications in 2023
A 4μW Low-Power Audio Processor System for Real-Time Jaw Movements Recognition in Grazing Cattle   sinc_RWP23.doi sinc_RWP23.pdf
L. Rau, M. Weißbrich, G. Payá-Vayá
Journal of Signal Processing Systems, Volume 95, Number 4, page 407--424 - 2023
A full end-to-end deep approach for detecting and classifying jaw movements from acoustic signals in grazing cattle   sinc_FVVRCGGR23.doi sinc_FVVRCGGR23.pdf
M. Ferrero, L. D. Vignolo, S. R. Vanrell, L. Rau, J. O. Chelotti, J. Galli, L. Giovanini, H. L. Rufiner
Engineering Applications of Artificial Intelligence, Volume 121 - 2023
Análisis de sesgos en algoritmos de clasificación de oximetría de pulso para detección de trastornos del sueño   sinc_PFLDR23.pdf
J. Perero, E. Ferrante, L. Larrateguy, L. Di Persia, H. L. Rufiner
Argentine Symposium on Artificial Intelligence (ASAI 2023) - 52 Argentine Conference on Informatics and Operations Research (JAIIO) - 2023
AntTracker: A low-cost and efficient computer vision approach to research leaf-cutter ants behavior   sinc_SSBB23.doi sinc_SSBB23.pdf
J. A. Sabattini, F. Sturniolo, M. Bollazzi, L. A. Bugnon
Smart Agricultural Technology - 2023
City-scale model for COVID-19 epidemiology with mobility and social activities represented by a set of hidden Markov models   sinc_PGJDBR23.doi sinc_PGJDBR23.pdf
Carlos M. Pais, M. Godano, E. Juarez, A. Del Prado, J. Biurrun, H. L. Rufiner
Computers in Biology and Medicine, Volume 160 - 2023
Daylong Acoustic Recordings of Grazing and Rumination Activities in Dairy Cows   sinc_RCFGUPVGR23.doi sinc_RCFGUPVGR23.pdf
L. Rau, J. O. Chelotti, M. Ferrero, J. Galli, S.A Utsumi, A. M. Planisich, L. D. Vignolo, L. Giovanini, H. L. Rufiner
Scientific Data, Volume 10, page 782 - 2023
Extreme Learning Layer: A Boost for Spoken Digit Recognition with Spiking Neural Networks   sinc_POR23.doi sinc_POR23.pdf
I. R. Peralta, N. Odetti, H. L. Rufiner
Speech and Computer, page 3--17 - 2023
Improved ERD Detection of EEG Sensorimotor Rhythms through Wavelet Transform   sinc_QVTRA23.pdf
A. Quiroga, D. Vértiz, K. Tschopp, H. L. Rufiner, R. C. Acevedo
Anales del XXVI Congreso Argentino de Bioingeniería, SABI - 2023
Real-Time Acoustic Monitoring of Foraging Behavior of Grazing Cattle Using Low-Power Embedded Devices   sinc_RAGOB23.doi sinc_RAGOB23.pdf
L. Rau, V. Adın, L. Giovanini, B. Oelmann, S. Bader
2023 IEEE Sensors Applications Symposium (SAS), page 1--6 - 2023
Transfer learning: The key to functionally annotate the protein universe   sinc_BFERSM23.doi sinc_BFERSM23.pdf
L. A. Bugnon, E. Fenoy, A. Edera, J. Raad, G. Stegmayer, D. H. Milone
Patterns - 2023
Using segment-based features of jaw movements to recognise foraging activities in grazing cattle   sinc_CVRGUPAMGR23.doi sinc_CVRGUPAMGR23.pdf
J. O. Chelotti, S. R. Vanrell, L. Rau, J. Galli, S.A Utsumi, A. M. Planisich, S. Almirón, D. H. Milone, L. Giovanini, H. L. Rufiner
Biosystems Engineering, Volume 229, page 69-84 - 2023
 
Publications in 2022
A robust computational approach for jaw movement detection and classification in grazing cattle using acoustic signals   sinc_RCVGUPRG22.doi sinc_RCVGUPRG22.pdf
L. Rau, J. O. Chelotti, S. R. Vanrell, J. Galli, S.A Utsumi, A. M. Planisich, H. L. Rufiner, L. Giovanini
Computers and Electronics in Agriculture, Elsevier, Volume 192 - 2022
Addressing fairness in artificial intelligence for medical imaging   sinc_REF22.doi sinc_REF22.pdf
M. A. Ricci Lara, R. Echeveste, E. Ferrante
Nature Communications, Volume 13 - 2022

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