Juan Manuel Gorriz Saez

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Javier RamírezUniversity of GranadaEmail confirmado em ugr.es
Diego Salas-GonzalezDpto. Teoría de la Señal, Telemática y Comunicaciones, Universidad de GranadaEmail confirmado em ugr.es
Ignacio Alvarez IllanUniversidad de GranadaEmail confirmado em ugr.es
Fermín SegoviaDepartment of Signal Theory, Networking and Communications, University of Granada, SPAINEmail confirmado em ugr.es
Francisco Jesus Martinez MurciaUGR - Andalusian Institute in Data Science and Artificial Intelligence. Dpt. of Signal TheoryEmail confirmado em ugr.es
Andrés OrtizFull Professor at University of Málaga. BioSiP LabEmail confirmado em ic.uma.es
Yudong ZhangUniversity of Leicester, HFWLA/FIET/FEAI/FBCS/SMIEEE/SMACM/DSACM, Clarivate Highly Cited ResearcherEmail confirmado em le.ac.uk
Diego Castillo-BarnesPosdoctoral researcher at University of Malaga (Spain)Email confirmado em ugr.es
Shuihua WangDepartment of Mathematics, University of LeicesterEmail confirmado em le.ac.uk
Carmen Jiménez-MesaPhD Student at University of GranadaEmail confirmado em ugr.es
John SucklingDepartment of Psychiatry, University of cambridgeEmail confirmado em cam.ac.uk
Ana Maria TomeUniversidade AveiroEmail confirmado em ua.pt
Christophe PhillipsFRS-FNRS Research Director, University of LiègeEmail confirmado em ulg.ac.be
Anke Meyer-BaeseProfessor of Scientific Computing, Florida State UniversityEmail confirmado em fsu.edu
Fabian J TheisHelmholtz Munich, Technical University of MunichEmail confirmado em helmholtz-muenchen.de
Ignacio J. Turias DominguezCatedrático de Universidad - Full ProfessorEmail confirmado em gm.uca.es
Deniz ErdogmusProfessor of ECE, Northeastern UniversityEmail confirmado em ece.neu.edu
Johannes LevinProfessor for Clinical Neurodegeneration, Ludwig-Maximilians-Universität München; CMO MODAG GmbHEmail confirmado em med.uni-muenchen.de
Sergio CrucesProfessor, Universidad de Sevilla (University of Seville)Email confirmado em us.es
LLAMAS-ELVIRA, JOSE MANUELJEFE DE SERVICIO DE MEDICINA NUCLEAREmail confirmado em juntadeandalucia.es

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Juan Manuel Gorriz Saez

Full Professor at University of Granada

Email confirmado em ugr.es - Página inicial

Biomedical signal processing neuroimaging neuroscience machine learning Computer Aided Diagnosis


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
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	383	2007
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	346	2016
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	272	2015
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	256	2021
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	220	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	211	2011
Automated detection and forecasting of covid-19 using deep learning techniques: A review A Shoeibi, M Khodatars, R Alizadehsani, N Ghassemi, M Jafari, ... arXiv preprint arXiv:2007.10785, 2020	206	2020
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	204	2021
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	196	2020
Brain connectivity analysis: a short survey EW Lang, AM Tomé, IR Keck, JM Górriz-Sáez, CG Puntonet Computational intelligence and neuroscience 2012, 8-8, 2012	188	2012
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	184	2011
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	183	2011
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	164	2009
Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification J Ramírez, JM Górriz, F Segovia, R Chaves, D Salas-Gonzalez, M López, ... Neuroscience letters 472 (2), 99-103, 2010	139	2010
A novel LMS algorithm applied to adaptive noise cancellation JM Górriz, J Ramírez, S Cruces-Alvarez, CG Puntonet, EW Lang, ... IEEE Signal Processing Letters 16 (1), 34-37, 2008	139	2008
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	138	2018
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	137	2019
SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA MM López, J Ramírez, JM Górriz, I Álvarez, D Salas-Gonzalez, F Segovia, ... Neuroscience Letters 464 (3), 233-238, 2009	137	2009
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies A Ortiz, JM Górriz, J Ramírez, D Salas-Gonzalez, JM Llamas-Elvira Applied Soft Computing 13 (5), 2668-2682, 2013	130	2013
Automatic assistance to Parkinsonˈs disease diagnosis in DaTSCAN SPECT imaging IA Illán, JM Górriz, J Ramírez, F Segovia, JM Jiménez‐Hoyuela, ... Medical physics 39 (10), 5971-5980, 2012	121	2012

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