Computer Science
Listando 12 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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0
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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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0
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1
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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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9
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Article
Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases
Martinez-Murcia, Francisco J.; Gorriz, Juan M.; Ramirez, Javier; Illan, Ignacio A.; Segovia, Fermin; Castillo-Barnes, Diego; Salas-Gonzalez, Diego
FRONTIERS IN NEUROINFORMATICS
(2017)
DOI /
10.3389/fninf.2017.00065
Gold DOAJ, Green published
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5
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Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease
Castillo-Barnes, Diego; Ramirez, Javier; Segovia, Fermin; Martinez-Murcia, Francisco J.; Saias-Gonzalez, Diego; Gorriz, Juan M.
FRONTIERS IN NEUROINFORMATICS
(2018)
DOI /
10.3389/fninf.2018.00053
Gold DOAJ, Green published
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5
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Multivariate Analysis of F-18-DMFP PET Data to Assist the Diagnosis of Parkinsonism
Segovia, Fermin; Gorriz, Juan M.; Ramirez, Javier; Martinez-Murcia, Francisco J.; Levin, Johannes; Schuberth, Madeleine; Brendel, Matthias; Rominger, Axel; Boetzel, Kai; Garraux, Gaetan; Phillips, Christophe
FRONTIERS IN NEUROINFORMATICS
(2017)
DOI /
10.3389/fninf.2017.00023
Gold other, Green published
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1
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A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI
Castillo-Barnes, Diego; Peis, Ignacio; Martinez-Murcia, Francisco J.; Segovia, Fermin; Illan, Ignacio A.; Gorriz, Juan M.; Ramirez, Javier; Salas-Gonzalez, Diego
FRONTIERS IN NEUROINFORMATICS
(2017)
DOI /
10.3389/fninf.2017.00066
Gold DOAJ, Green published
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2
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Article
A Machine Learning Approach to Reveal the NeuroPhenotypes of Autisms
Gorriz, Juan M.; Ramirez, Javier; Segovia, F.; Martinez, Francisco J.; Lai, Meng-Chuan; Lombardo, Michael, V; Baron-Cohen, Simon; Suckling, John; Bailey, Anthony J.; Bolton, Patrick F.; Bullmore, Edward T.; Carrington, Sarah; Catani, Marco; Chakrabarti, Bh
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS
0129-0657 (2019)
DOI /
10.1142/s0129065718500582
Green submitted, Green published
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3
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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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1
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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
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1
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Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation
Zhang, Yu-Dong; Dong, Zhengchao; Wang, Shui-Hua; Yu, Xiang; Yao, Xujing; Zhou, Qinghua; Hu, hua; Li, Min; Jimenez-Mesa, Carmen; Ramirez, Javier; Martinez, Francisco J.; Gorriz, Juan Manuel
INFORMATION FUSION
1566-2535 (2020)
DOI /
10.1016/j.inffus.2020.07.006
Green published
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Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology
Segovia, Fermin; Gorriz, Juan M.; Ramirez, Javier; Martinez-Murcia, Francisco J.; Castillo-Barnes, Diego
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS
0129-0657 (2019)
DOI /
10.1142/s0129065719500114
Gold other, Green published
