Trabajos de Juan Manuel Górriz Sáez

Trabajos de Nombre

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

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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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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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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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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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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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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

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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

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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

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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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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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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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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

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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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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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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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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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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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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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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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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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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