Juan Manuel Gorriz

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Javier RamírezUniversity of Granada, SpainVerificeret mail på ugr.es
Diego Salas-GonzalezDpto. Teoría de la Señal, Telemática y Comunicaciones, Universidad de GranadaVerificeret mail på ugr.es
Ignacio Alvarez IllanUniversidad de GranadaVerificeret mail på ugr.es
Fermín SegoviaDepartment of Signal Theory, Networking and Communications, University of Granada, SPAINVerificeret mail på ugr.es
Francisco Jesus Martinez MurciaUGR - Institute on Data Science & Computational Intelligence. Dpt. of Signal Theory, Networking andVerificeret mail på ugr.es
Andrés OrtizFull Professor at University of Málaga. BioSiP LabVerificeret mail på ic.uma.es
Yudong ZhangUniversity of Leicester, HFWLA/FIET/FEAI/FBCS/SMIEEE/SMACM/DSACM, Clarivate Highly Cited ResearcherVerificeret mail på le.ac.uk
Diego Castillo-BarnesPosdoctoral researcher at University of Malaga (Spain)Verificeret mail på ic.uma.es
Shuihua WangXi'an Jiaotong-Liverpool UniversityVerificeret mail på xjtlu.edu.cn
Afshin ShoeibiAI Researcher, School of Computing, Macquarie University, AustraliaVerificeret mail på mq.edu.au
Carmen Jiménez-MesaPostdoctoral researcher at University of GranadaVerificeret mail på ugr.es
John SucklingDepartment of Psychiatry, University of CambridgeVerificeret mail på cam.ac.uk
Ana Maria TomeUniversidade AveiroVerificeret mail på ua.pt
Christophe PhillipsFRS-FNRS Research Director, University of LiègeVerificeret mail på ulg.ac.be
Anke Meyer-BaeseProfessor of Scientific Computing, Florida State UniversityVerificeret mail på fsu.edu
Fabian J TheisHelmholtz Munich, Technical University of MunichVerificeret mail på helmholtz-muenchen.de
Johannes LevinProfessor for Clinical Neurodegeneration, Ludwig-Maximilians-Universität München; CMO MODAG GmbHVerificeret mail på med.uni-muenchen.de
Deniz ErdogmusProfessor of ECE, Northeastern UniversityVerificeret mail på ece.neu.edu
Ignacio J. Turias DominguezCatedrático de Universidad - Full ProfessorVerificeret mail på gm.uca.es
Sergio CrucesProfessor, Universidad de Sevilla (University of Seville)Verificeret mail på us.es

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Juan Manuel Gorriz

Full Professor at University of Granada

Verificeret mail på ugr.es - Startside

Biomedical signal processing Machine Learning Computer Aided Diagnosis Neuroimaging Neuroscience


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Ensembles of deep learning architectures for the early diagnosis of the Alzheimer’s disease A Ortiz, J Munilla, JM Gorriz, J Ramirez International journal of neural systems 26 (07), 1650025, 2016	443	2016
Voice activity detection. fundamentals and speech recognition system robustness J Ramirez, JM Górriz, JC Segura Robust speech recognition and understanding 6 (9), 1-22, 2007	428	2007
Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation YD Zhang, Z Dong, SH Wang, X Yu, X Yao, Q Zhou, H Hu, M Li, ... Information Fusion 64, 149-187, 2020	399	2020
Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network SH Wang, VV Govindaraj, JM Górriz, X Zhang, YD Zhang Information Fusion 67, 208-229, 2021	360	2021
Improved breast cancer classification through combining graph convolutional network and convolutional neural network YD Zhang, SC Satapathy, DS Guttery, JM Górriz, SH Wang Information Processing & Management 58 (2), 102439, 2021	333	2021
Early diagnosis of Alzheimer׳ s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images L Khedher, J Ramírez, JM Górriz, A Brahim, F Segovia, ... Neurocomputing 151, 139-150, 2015	323	2015
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications JM Górriz, J Ramírez, A Ortíz, FJ Martinez-Murcia, F Segovia, J Suckling, ... Neurocomputing 410, 237-270, 2020	304	2020
Automated detection and forecasting of covid-19 using deep learning techniques: A review A Shoeibi, M Khodatars, M Jafari, N Ghassemi, D Sadeghi, P Moridian, ... Neurocomputing 577, 127317, 2024	278	2024
Deep learning in food category recognition Y Zhang, L Deng, H Zhu, W Wang, Z Ren, Q Zhou, S Lu, S Sun, Z Zhu, ... Information Fusion 98, 101859, 2023	278	2023
Brain connectivity analysis: a short survey EW Lang, AM Tomé, IR Keck, JM Górriz-Sáez, CG Puntonet Computational intelligence and neuroscience 2012 (1), 412512, 2012	243	2012
Computer-aided diagnosis of Alzheimer’s type dementia combining support vector machines and discriminant set of features J Ramírez, JM Górriz, D Salas-Gonzalez, A Romero, M López, I Álvarez, ... Information Sciences 237, 59-72, 2013	233	2013
NMF-SVM based CAD tool applied to functional brain images for the diagnosis of Alzheimer's disease P Padilla, M López, JM Górriz, J Ramirez, D Salas-Gonzalez, I Alvarez IEEE Transactions on medical imaging 31 (2), 207-216, 2011	233	2011
Studying the manifold structure of Alzheimer's disease: a deep learning approach using convolutional autoencoders FJ Martinez-Murcia, A Ortiz, JM Gorriz, J Ramirez, D Castillo-Barnes IEEE journal of biomedical and health informatics 24 (1), 17-26, 2019	226	2019
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease M López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, ... Neurocomputing 74 (8), 1260-1271, 2011	211	2011
Advances in data preprocessing for biomedical data fusion: An overview of the methods, challenges, and prospects S Wang, ME Celebi, YD Zhang, X Yu, S Lu, X Yao, Q Zhou, MG Miguel, ... Information Fusion 76, 376-421, 2021	202	2021
18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis IA Illán, JM Górriz, J Ramírez, D Salas-Gonzalez, MM López, F Segovia, ... Information Sciences 181 (4), 903-916, 2011	192	2011
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review A Shoeibi, M Khodatars, M Jafari, P Moridian, M Rezaei, R Alizadehsani, ... Computers in Biology and Medicine 136, 104697, 2021	178	2021
SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting R Chaves, J Ramírez, JM Górriz, M López, D Salas-Gonzalez, I Alvarez, ... Neuroscience letters 461 (3), 293-297, 2009	174	2009
An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works D Sadeghi, A Shoeibi, N Ghassemi, P Moridian, A Khadem, ... Computers in Biology and Medicine 146, 105554, 2022	173	2022
Multivariate approach for Alzheimer’s disease detection using stationary wavelet entropy and predator-prey particle swarm optimization Y Zhang, S Wang, Y Sui, M Yang, B Liu, H Cheng, J Sun, W Jia, P Phillips, ... Journal of Alzheimer’s Disease 65 (3), 855-869, 2018	171	2018

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