Computer Science
Listando 23 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
Mentions
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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1
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0
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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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3
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0
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1
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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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0
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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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0
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1
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Article
Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support
Khedher, Laila; Illan, Ignacio A.; Gorriz, Juan M.; Ramirez, Javier; Brahim, Abdelbasset; Meyer-Baese, Anke
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS
0129-0657 (2017)
DOI /
10.1142/s0129065716500507
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9
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0
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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
Mentions
5
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0
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0
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Article
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
Mentions
5
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0
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Article
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
Mentions
8
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0
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Article
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data
Alizadehsani, Roohallah; Sharifrazi, Danial; Izadi, Navid Hoseini; Joloudari, Javad Hassannataj; Shoeibi, Afshin; Gorriz, Juan M.; Hussain, Sadiq; Arco, Juan E.; Sani, Zahra Alizadeh; Khozeimeh, Fahime; Khosravi, Abbas; Nahavandi, Saeid; Islam, Sheikh Moha
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
(2021)
DOI /
10.1145/3462635
Mentions
10
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0
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Review
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review
Shoeibi, Afshin; Khodatars, Marjane; Jafari, Mahboobeh; Moridian, Parisa; Rezaei, Mitra; Alizadehsani, Roohallah; Khozeimeh, Fahime; Gorriz, Juan Manuel; Heras, Jonathan; Panahiazar, Maryam; Nahavandi, Saeid; Acharya, U. Rajendra
COMPUTERS IN BIOLOGY AND MEDICINE
0010-4825 (2021)
DOI /
10.1016/j.compbiomed.2021.104697
Green submitted
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1
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Article
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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0
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Article
Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network
Wang, Shui-Hua; Govindaraj, Vishnu Varthanan; Manuel Gorriz, Juan; Zhang, Xin; Zhang, Yu-Dong
INFORMATION FUSION
1566-2535 (2021)
DOI /
10.1016/j.inffus.2020.10.004
Green published
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2
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Article
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models
Shoeibi, Afshin; Sadeghi, Delaram; Moridian, Parisa; Ghassemi, Navid; Heras, Jonathan; Alizadehsani, Roohallah; Khadem, Ali; Kong, Yinan; Nahavandi, Saeid; Zhang, Yu-Dong; Gorriz, Juan Manuel
FRONTIERS IN NEUROINFORMATICS
(2021)
DOI /
10.3389/fninf.2021.777977
Green published, Green submitted, Gold
Mentions
10
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0
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0
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Article
Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks
Leming, Matthew; Manuel Gorriz, Juan; Suckling, John
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS
0129-0657 (2020)
DOI /
10.1142/s0129065720500124
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2
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0
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0
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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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2
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0
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Article
Combining a convolutional neural network with autoencoders to predict the survival chance of COVID-19 patients
Khozeimeh, Fahime; Sharifrazi, Danial; Izadi, Navid Hoseini; Joloudari, Javad Hassannataj; Shoeibi, Afshin; Alizadehsani, Roohallah; Gorriz, Juan M.; Hussain, Sadiq; Sani, Zahra Alizadeh; Moosaei, Hossein; Khosravi, Abbas; Nahavandi, Saeid; Islam, Sheikh M
SCIENTIFIC REPORTS
2045-2322 (2021)
DOI /
10.1038/s41598-021-93543-8
Green published, Green submitted, Gold
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1
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Article
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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2
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0
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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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0
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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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1
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Article
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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Article
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
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1
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Article
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease
Segovia, F.; Ramirez, J.; Castillo-Barnes, D.; Salas-Gonzalez, D.; Gomez-Rio, M.; Sopena-Novales, P.; Phillips, C.; Zhang, Y.; Gorriz, J. M.
NEUROCOMPUTING
0925-2312 (2020)
DOI /
10.1016/j.neucom.2020.06.081
