Computer Science
Listando 10 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning
Castillo-Barnes, Diego; Su, Li; Ramirez, Javier; Salas-Gonzalez, Diego; Martinez-Murcia, Francisco J.; Illan, Ignacio A.; Segovia, Fermin; Ortiz, Andres; Cruchaga, Carlos; Farlow, Martin R.; Xiong, Chengjie; Graff-Radford, Neil R.; Schofield, Peter R.; Mas
INFORMATION FUSION
1566-2535 (2020)
DOI /
10.1016/j.inffus.2020.01.001
Green accepted
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9
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2
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1
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Article
Studying the Manifold Structure of Alzheimers Disease: A Deep Learning Approach Using Convolutional Autoencoders
Martinez-Murcia, Francisco J.; Ortiz, Andres; Gorriz, Juan-Manuel; Ramirez, Javier; Castillo-Barnes, Diego
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
2168-2194 (2020)
DOI /
10.1109/jbhi.2019.2914970
Hybrid
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1
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Article
Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease
Munilla, Jorge; Ortiz, Andres; Gorriz, Juan M.; Ramirez, Javier
FRONTIERS IN NEUROINFORMATICS
(2017)
DOI /
10.3389/fninf.2017.00019
Green published, Gold
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13
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Assessing physical activity and functional fitness level using convolutional neural networks
Galan-Mercant, Alejandro; Ortiz, Andres; Herrera-Viedma, Enrique; Teresa Tomas, Maria; Fernandes, Beatriz; Moral-Munoz, Jose A.
KNOWLEDGE-BASED SYSTEMS
0950-7051 (2019)
DOI /
10.1016/j.knosys.2019.104939
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3
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Editorial Material
Editorial: Deep Learning in Aging Neuroscience
Ramirez, Javier; Gorriz, Juan M.; Ortiz, Andres; Cole, James H.; Dyrba, Martin
FRONTIERS IN NEUROINFORMATICS
(2020)
DOI /
10.3389/fninf.2020.573974
Gold DOAJ, Green published
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Article
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease
Castillo-Barnes, Diego; Martinez-Murcia, Francisco J.; Ortiz, Andres; Salas-Gonzalez, Diego; Ramirez, Javier; Gorriz, Juan M.
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS
0129-0657 (2020)
DOI /
10.1142/s0129065720500446
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4
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Article
Characterizing two outbreak waves of COVID-19 in Spain using phenomenological epidemic modelling
Lopez, Miguel; Peinado, Alberto; Ortiz, Andres
PLOS ONE
1932-6203 (2021)
DOI /
10.1371/journal.pone.0253004
Green submitted, Gold, Green published
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2
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Article
Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks
Ortiz, Andres; Munilla, Jorge; Martinez-Ibanez, Manuel; Gorriz, Juan M.; Ramirez, Javier; Salas-Gonzalez, Diego
FRONTIERS IN NEUROINFORMATICS
(2019)
DOI /
10.3389/fninf.2019.00048
Gold DOAJ, Green published
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3
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Article
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Gorriz, Juan M.; Ramirez, Javier; Ortiz, Andres; Martinez-Murcia, Francisco J.; Segovia, Fermin; Suckling, John; Leming, Matthew; Zhang, Yu-Dong; Ramon Alvarez-Sanchez, Jose; Bologna, Guido; Bonomini, Paula; Casado, Fernando E.; Charte, David; Charte, Fran
NEUROCOMPUTING
0925-2312 (2020)
DOI /
10.1016/j.neucom.2020.05.078
Green submitted
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Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?
Martinez-Murcia, Francisco J.; Gorriz, Juan M.; Ramirez, Javier; Ortiz, Andres
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS
0129-0657 (2018)
DOI /
10.1142/s0129065718500351
