Milone, D. H.'s publications with sinc(i)

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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
 
Publications in 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
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
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
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
On the relationship between research parasites and fairness in machine learning: challenges and opportunities   sinc_NLPMF21.doi sinc_NLPMF21.pdf
N. Nieto, A. Larrazabal, V. Peterson, D. H. Milone, E. Ferrante
GigaScience, Volume 10, Number 12 - 2021
 
Publications in 2020
An online method for estimating grazing and rumination bouts using acoustic signals in grazing cattle   sinc_CVRGPUMGR20.doi sinc_CVRGPUMGR20.pdf
J. O. Chelotti, S. R. Vanrell, L. Rau, J. Galli, A. M. Planisich, S.A Utsumi, D. H. Milone, L. Giovanini, H. L. Rufiner
Computers and Electronics in Agriculture, Volume 173 - 2020
Audio recordings dataset of grazing jaw movements in dairy cattle   sinc_VCBRMLC20.doi sinc_VCBRMLG20.pdf
S. R. Vanrell, J. O. Chelotti, L. A. Bugnon, H. L. Rufiner, D. H. Milone, E. Laca, J. Galli
Data in Brief, Volume 30 - 2020
Complexity measures of the mature miRNA for improving pre-miRNAs prediction   sinc_RSM20.doi sinc_RSM20.pdf
J. Raad, G. Stegmayer, D. H. Milone
Bioinformatics - 2020
Discriminative power of acoustic features for jaw movement classification in cattle and sheep   sinc_GMCMLCR20.doi sinc_GMCMLCR20.pdf
J. Galli, D. H. Milone, C. Cangiano, C. E. Martínez, E. Laca, J. O. Chelotti, H. L. Rufiner
Bioacoustics, Volume 29, Number 5, page 602--616 - 2020
DL4papers: a deep learning approach for the automatic interpretation of scientific articles   sinc_BYRGRMPDMS20.doi sinc_BYRGRMPDMS20.pdf
L. A. Bugnon, C. Yones, J. Raad, M. Gerard, M. Rubiolo, G. Merino, M. Pividori, L. Di Persia, D. H. Milone, G. Stegmayer
Oxford Bioinformatics - 2020
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis   sinc_LNPMF20.doi sinc_LNPMF20.pdf
A. Larrazabal, N. Nieto, V. Peterson, D. H. Milone, E. Ferrante
Proceedings of the National Academy of Sciences - 2020
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning   sinc_BYMS20.doi sinc_BYMS20.pdf
L. A. Bugnon, C. Yones, D. H. Milone, G. Stegmayer
Oxford Briefings in Bioinformatics - 2020
HextractoR: an R package for automatic extraction of hairpins from genome-wide data   sinc_YMKSM20.doi sinc_YMKSM20.pdf
C. Yones, N. Macchiaroli, L. Kamenetzky, G. Stegmayer, D. H. Milone
bioRxiv - 2020
Learning deformable registration of medical images with anatomical constraints   sinc_MMF20.doi sinc_MMF20.pdf
L. Mansilla, D. H. Milone, E. Ferrante
Neural Networks, Volume 124, page 269--279 - 2020
Novel SARS-CoV-2 encoded small RNAs in the passage to humans   sinc_MRBYKCAMS20.doi sinc_MRBYKCAMS20.pdf
G. Merino, J. Raad, L. A. Bugnon, C. Yones, L. Kamenetzky, J. Claus, F. Ariel, D. H. Milone, G. Stegmayer
Bioinformatics - 11 2020
 
Publications in 2019
Alternative usage of miRNA-biogenesis co-factors in plants at low temperatures   sinc_RLYASMM19.doi sinc_RLYASMM19.pdf
Delfina A. Ré, Patricia L.M. Lang, C. Yones, Agustín Arce, G. Stegmayer, D. H. Milone, Pablo A. Manavella
Development - 2019

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