Publications

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Publications in 2018
Identification and expression profiling of microRNAs in Hymenolepis.   sinc_MCKYBBOR18.pdf
N. Macchiaroli, M Cucher , L. Kamenetzky, C. Yones, L. A. Bugnon, M. Berriman, P. Olson, M. C. Rosenzvit
International Journal for Parasitology - 2018
Inferring unknown biological function byintegration of GO annotations and geneexpression data.   sinc_LBMGS16.doi sinc_LBMGS16.pdf
G. Leale, A Bayá, D. H. Milone, P. Granitto, G. Stegmayer
IEEE/ACM Trans. on Comp. Biology and Bioinformatics, Volume 15, Number 1, page 168--180 - 2018
Left ventricle quantification through spatio-temporal CNNs   sinc_Deb18.pdf
A. Debus, E. Ferrante
Statistical Atlases and Computational Modeling of the Heart (STACOM 2018) - 2018
Measuring complexity of biomedical signals (Editorial)   sinc_SHER18.doi sinc_SHER18.pdf
G. Schlotthauer, A. Humeau-Heurtier, J. Escudero, H. L. Rufiner
Complexity, Volume 2018 - 2018
Metabolic pathways synthesis based on ant colony optimization   sinc_GSM.doi sinc_GSM18.pdf
M. Gerard, G. Stegmayer, D. H. Milone
Scientific Reports, Volume 8, Number 1, page 16398 - 2018
Neural network pruning using discriminative information for emotion recognition   sinc_SA18.pdf
M. Sánchez-Gutiérrez, E. M. Albornoz
Advances in Artificial Intelligence - IBERAMIA 2018 - 2018
On the adaptability of unsupervised cnn-based deformable image registration to unseen image domains   sinc_FOGM18.pdf
E. Ferrante, O. Oktay, B. Glocker, D. H. Milone
International Workshop on Machine Learning in Medical Imaging, page 294--302 - 2018
Podado pre-entrenamiento de máquinas de aprendizaje extremo   sinc_NBGR18.pdf
N. Nieto, G. Bracalenti, I. E. Gareis, H. L. Rufiner
Anales del Simposio Argentino de Inteligencia Artificial (ASAI 2018 / 47 JAIIO) - 2018
Predicting novel microRNA: a comprehensive comparison of machine learning approaches   sinc_SDRGPYBRRM18.doi sinc_SDRGPYBRRM18.pdf
G. Stegmayer, L. Di Persia, M. Rubiolo, M. Gerard, M. Pividori, C. Yones, L. A. Bugnon, T. Rodriguez, J. Raad, D. H. Milone
Briefings in Bioinformatics - 2018
Segmentación automática multi-tarea de imágenes médicas utilizando redes neuronales profundas   sinc_RFF18.pdf
N. Roulet, D. Fernandez Slezak, E. Ferrante
Master thesis from Facultad de Ciencias Exactas y Naturales - Universidad de Buenos Aires - 2018
Segmentación multi-atlas de imágenes médicas con selección de atlas inteligente y control de calidad automático   sinc_MF18.pdf
L. Mansilla, E. Ferrante
XXIV Congreso Argentino de Ciencias de la Computación (La Plata, 2018). - 2018
Software para realizar agricultura de precisión aplicando procesamiento por imágenes captadas por dron (Undergraduate project)   sinc_CMA18.pdf
F. Castello, C. E. Martínez, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2018
The redemption of noise: inference with neural populations   sinc_EL18.pdf
R. Echeveste, M. Lengyel
Trends in neurosciences, Volume 41, Number 11, page 767--770 - 2018
Weakly-supervised learning of metric aggregations for deformable image registration   sinc_FDMN18.pdf
E. Ferrante, P. Dokania, R. Marini, P. Nikos
IEEE journal of biomedical and health informatics - 2018
¿Puede la Inteligencia artificial dar una “mente” a las máquinas?   sinc_Ruf18.pdf
H. L. Rufiner
SEMANA DE INVESTIGACIÓN INTERDISCIPLINAR 2018 “DEL YO A LA PERSONA” - 2018
 
Publications in 2017
A method for discriminative dictionary learning with application to pattern recognition   sinc_RRDS17.pdf
R.E. Rolon, H. L. Rufiner, L. Di Persia, R. Spies
VI Congreso de Matemática Aplicada, Computacional e Industrial (VI MACI 2017) - 2017
A Path-Planning algorithm based on receding horizon techniques.   sinc_MSGG17a.pdf
M. Murillo, G. Sanchez, L. Genzelis, L. Giovanini
IX Jornadas Argentinas de Robótica (JAR). - 2017
A Real-Time Path-Planning Algorithm based on Receding Horizon Techniques   sinc_MSGG17.doi sinc_MSGG17.pdf
M. Murillo, G. Sanchez, L. Genzelis, L. Giovanini
Journal of Intelligent and Robotic Systems, Volume 91, Number 3, page 445-457 - Sep 2017
A two-step mixed inpainting method with curvature-based anisotropy and spatial adaptivity   sinc_SI17.doi sinc_SI17.pdf
F. Ibarrola, R. Spies
Inverse Problems And Imaging, Volume 11, page 247--262 - 2017
Adaptive arrival cost update for improving Moving Horizon Estimation performance   sinc_SMG17.doi sinc_SMG17.pdf
G. Sanchez, M. Murillo, L. Giovanini
ISA Transactions, Volume 68, page 54--62 - 2017

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