Publications

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Publications in 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
Moving Horizon Estimation for GNSS-IMU sensor fusion   sinc_SMGDG20.doi sinc_SMGDG20.pdf
G. Sanchez, M. Murillo, L. Genzelis, Nestor N. Deniz, L. Giovanini
Revista Tecnología y Ciencia, page 112--122 - oct 2020
Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study   sinc_MNMKFDWRMG20.doi
M. Monteiro, V. F. J. Newcombe, F. Mathieu, Kamnitsas K., E. Ferrante, T. Das, K. Adatia, D. Rueckert, D. K. Menon, B. Glocker
The Lancet Digital Health, Volume 2, Number 6, page 314--322 - 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
PhDSeeker: Pheromone-Directed Seeker for metabolic pathways   sinc_GC20.doi sinc_GC20.pdf
M. Gerard, R.N. Comelli
BioSystems, Volume 198 - 2020
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders   sinc_LMGF20.doi sinc_LMGF20.pdf
A. Larrazabal, C. E. Martínez, B. Glocker, E. Ferrante
IEEE Transactions on Medical Imaging - 2020
Reconocimiento facial para On-Boarding Digital   sinc_AMT20.pdf
E. M. Albornoz, C. E. Martínez, C. Toledo
49 JAIIO - Simposio Jornadas de Vinculación Universidad-Industria (JUI) - 2020
Robust stability of moving horizon estimation for non-linear systems with bounded disturbances using adaptive arrival cost   sinc_DMSG20.doi sinc_DMSG20.pdf
Nestor N. Deniz, M. Murillo, G. Sanchez, L. Giovanini
IET Control Theory & Applications, Volume 14, Number 18, page 2879--2888 - 2020
Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy   sinc_MNSKNDSGF20.pdf
F. Matzkin, V. F. J. Newcombe, S. Stevenson, A. Khetani, T. Newman, R. Digby, A. Stevens, B. Glocker, E. Ferrante
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2020, page 390--399 - 2020
Sistema de asistencia terapéutica para rehabilitación de manos   sinc_FSZMA20.pdf
I. Falchini, A. Spahn, V. Zacarías, C. E. Martínez, E. M. Albornoz
Anales del 8vo. Congreso Nacional de Ingeniería Informática – Sistemas de Información (CONAIISI) - 2020
Sistema de Conteo Forestal, Agrícola y Ganadero mediante procesamiento de imágenes   sinc_ACMP20.pdf
E. M. Albornoz, R. Carolo, C. E. Martínez, J. Pizarro
49 JAIIO - Simposio Jornadas de Vinculación Universidad-Industria (JUI) - 2020
 
Publications in 2019
A Brief Analysis of U-Net and Mask R-CNN for Skin Lesion Segmentation   sinc_ABAMC19.pdf
E. Alfaro, X. Bolaños Fonseca, E. M. Albornoz, C. E. Martínez, S. Calderón Ramírez
IEEE International Work Conference on Bioinspired Intelligence (IWOBI 2019) - 2019
A new Spiking Neural Network with Extreme Learning for FPGA implementation   sinc_POFRRR19.pdf
I. R. Peralta, N. Odetti, E. Filomena, J. Rufiner, N. Ricart, H. L. Rufiner
Proceedings of the X Southern Conference on Programmable Logic - SPL 2019 - apr 2019
A novel fluorimetric method for glyphosate and AMPA determination with NBD-Cl and MCR-ALS   sinc_PTSSMS19.doi sinc_PTSSMS19.pdf
A. L. Pérez, G. Tibaldo, G. H. Sánchez, G. Siano, N. R. Marsili, A. V. Schenone
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy - 2019, Volume 214, page 119--128 - 2019
A penalized time-frequency band feature selection and classification procedure for improved motor intention decoding in multichannel EEG   sinc_PWLG19.doi sinc_PWLG19.pdf
V. Peterson, D. Wyser, O. Lambercy, R. Spies, R. Gassert
Journal of neural engineering, Volume 16, Number 1 - 2019
Adaptive polytopic estimation for nonlinear systems under bounded disturbances using moving horizon   sinc_DMSG19.pdf
Nestor N. Deniz, M. Murillo, G. Sanchez, L. Giovanini
arXiv preprint arXiv:1906.10040 - 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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