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J. Górriz · SciRah

Researcher profile · Semantic Scholar

J. Górriz

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J. Górriz — researcher profile on SciRah

h-index: 62
Works: 443
Citations: 13K

Most-cited papers

Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation
Yu-Dong Zhang, Zheng-Chao Dong, Shui-Hua Wang, Xiang Yu +8 more
2020Information Fusion404 citations Open access
Semantic Scholar
Deep learning in food category recognition
Yudong Zhang, Lijia Deng, Heng-De Zhu, W. Wang +7 more
2023Information Fusion352 citations Open access
Semantic Scholar
Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network
Shui-Hua Wang, V. Govindaraj, J. Górriz, Xin Zhang +1 more
2020Information Fusion305 citations Open access
Semantic Scholar
Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network
Yu-Dong Zhang, S. Satapathy, D. Guttery, J. Górriz +1 more
2021Information Processing & Management297 citations
Semantic Scholar
Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects
Shui-Hua Wang, M. E. Celebi, Yu-Dong Zhang, Xiang Yu +7 more
2021Information Fusion219 citations
Semantic Scholar
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders
Francisco J. Martínez-Murcia, A. Ortiz, J. Górriz, J. Ramírez +1 more
2020IEEE journal of biomedical and health informatics195 citations Open access
Semantic Scholar
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models
Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi +7 more
2021Frontiers in Neuroinformatics186 citations Open access
Semantic Scholar
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review
Afshin Shoeibi, Marjane Khodatars, M. Jafari, Parisa Moridian +8 more
2021Comput. Biol. Medicine165 citations Open access
Semantic Scholar
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
J. Górriz, Ignacio Álvarez, A. Álvarez-Marquina, Juan Eloy Arco +74 more
2023Information Fusion154 citations Open access
Semantic Scholar
NAGNN: Classification of COVID‐19 based on neighboring aware representation from deep graph neural network
Si-Yuan Lu, Zi-Quan Zhu, J. Górriz, Shui-Hua Wang +1 more
2021International Journal of Intelligent Systems146 citations Open access
Semantic Scholar
An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works
Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian +8 more
2021Comput. Biol. Medicine135 citations Open access
Semantic Scholar
Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods
Nooshin Ayoobi, Danial Sharifrazi, R. Alizadehsani, Afshin Shoeibi +8 more
2021Results in Physics123 citations Open access
Semantic Scholar
Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review
Parisa Moridian, Navid Ghassemi, M. Jafari, S. Salloum-Asfar +10 more
2022Frontiers in Molecular Neuroscience119 citations Open access
Semantic Scholar
Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review
M. Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi +10 more
2023Comput. Biol. Medicine104 citations Open access
Semantic Scholar
Deep Learning in Medical Image Analysis
Yudong Zhang, J. Górriz, Zheng-Chao Dong
2021Journal of Imaging102 citations Open access
Semantic Scholar
Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review
Afshin Shoeibi, Marjane Khodatars, M. Jafari, Navid Ghassemi +11 more
2022Information Fusion96 citations Open access
Semantic Scholar
Combining a convolutional neural network with autoencoders to predict the survival chance of COVID-19 patients
F. Khozeimeh, Danial Sharifrazi, N. H. Izadi, Javad Hassannataj Joloudari +9 more
2021Scientific Reports86 citations Open access
Semantic Scholar
A Seven-Layer Convolutional Neural Network for Chest CT-Based COVID-19 Diagnosis Using Stochastic Pooling
Yudong Zhang, S. Satapathy, Li-Yao Zhu, J. Górriz +1 more
2020IEEE Sensors Journal84 citations Open access
Semantic Scholar
Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy
Francisco J. Martínez-Murcia, A. Ortiz, J. Ramírez, J. Górriz +1 more
2020Neurocomputing84 citations Open access
Semantic Scholar
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works
Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi +8 more
2021Comput. Biol. Medicine77 citations Open access
Semantic Scholar
Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning
Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jónathan Heras +5 more
2021Applied Soft Computing71 citations Open access
Semantic Scholar
Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression
Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian +6 more
2022Cognitive Neurodynamics68 citations Open access
Semantic Scholar
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data
R. Alizadehsani, Danial Sharifrazi, N. H. Izadi, Javad Hassannataj Joloudari +10 more
2021ACM Trans. Multim. Comput. Commun. Appl.63 citations Open access
Semantic Scholar
Uncertainty-driven ensembles of multi-scale deep architectures for image classification
J. E. Arco, A. Ortiz, J. Ramírez, Francisco J. Martínez-Murcia +2 more
2022Information Fusion62 citations Open access
Semantic Scholar
Improving ductal carcinoma in situ classification by convolutional neural network with exponential linear unit and rank-based weighted pooling
Yu-Dong Zhang, S. Satapathy, Di Wu, D. Guttery +2 more
2020Complex & Intelligent Systems47 citations Open access
Semantic Scholar
Deep Learning and Vision Transformer for Medical Image Analysis
Yu-Dong Zhang, Jia-Ji Wang, J. Górriz, Shui-Hua Wang
2023Journal of Imaging45 citations Open access
Semantic Scholar
Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease
J. E. Arco, J. Ramírez, J. Górriz, M. Ruz
2021Expert systems with applications45 citations Open access
Semantic Scholar
Applications of Machine Learning and Deep Learning in SPECT and PET Imaging: General Overview, Challenges and Future prospects.
C. Jiménez-Mesa, J. E. Arco, Francisco J. Martínez-Murcia, J. Suckling +2 more
2023Pharmacological Research43 citations Open access
Semantic Scholar
Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002–2023
M. Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny +5 more
2023Applied intelligence (Boston)41 citations Open access
Semantic Scholar
Automatic Diagnosis of Schizophrenia in EEG Signals Using Functional Connectivity Features and CNN-LSTM Model
Afshin Shoeibi, Mitra Rezaei, Navid Ghassemi, Zahra Namadchian +2 more
2022International Work-Conference on the Interplay Between Natural and Artificial Computation39 citations
Semantic Scholar
Medical Images Encryption Based on Adaptive-Robust Multi-Mode Synchronization of Chen Hyper-Chaotic Systems
A. Javan, M. Jafari, Afshin Shoeibi, A. Zare +4 more
2021Italian National Conference on Sensors36 citations Open access
Semantic Scholar
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia
Francisco J. Martínez-Murcia, A. Ortiz, J. Górriz, J. Ramírez +3 more
2020International Journal of Neural Systems34 citations Open access
Semantic Scholar
Explainable diagnosis of secondary pulmonary tuberculosis by graph rank-based average pooling neural network
Shui-Hua Wang, V. Govindaraj, J. Górriz, Xin Zhang +1 more
202133 citations Open access
Semantic Scholar
DSNN: A DenseNet-Based SNN for Explainable Brain Disease Classification
Zi-Quan Zhu, Si-Yuan Lu, Shui-Hua Wang, J. Górriz +1 more
2022Frontiers in Systems Neuroscience32 citations Open access
Semantic Scholar
Applications of Epileptic Seizures Detection in Neuroimaging Modalities Using Deep Learning Techniques: Methods, Challenges, and Future Works
Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, M. Jafari +10 more
2021arXiv.org31 citations
Semantic Scholar
BCNet: A Novel Network for Blood Cell Classification
Zi-Quan Zhu, Si-Yuan Lu, Shui-Hua Wang, J. Górriz +1 more
2022Frontiers in Cell and Developmental Biology29 citations Open access
Semantic Scholar
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer’s Disease and Mild Cognitive Impairment Diagnosis
C. Jiménez-Mesa, I. Illán, Alberto Martín-Martín, D. Castillo-Barnes +3 more
2020IEEE Access29 citations Open access
Semantic Scholar
Deep learning in crowd counting: A survey
Lijia Deng, Qinghua Zhou, Shui-Hua Wang, J. Górriz +1 more
2023CAAI Transactions on Intelligence Technology27 citations Open access
Semantic Scholar
Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability
C. Jim'enez-Mesa, J. Ramírez, J. Suckling, J. Vöglein +4 more
202127 citations
Semantic Scholar
An Evolutionary Attention-Based Network for Medical Image Classification
Heng-De Zhu, Jian Wang, Shui-Hua Wang, R. Raman +2 more
2022International Journal of Neural Systems26 citations
Semantic Scholar
MVPAlab: A Machine Learning decoding toolbox for multidimensional electroencephalography data
D. López-García, J. M. Peñalver, J. Górriz, M. Ruz
2021bioRxiv25 citations Open access
Semantic Scholar
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis
Xujing Yao, Zi-Quan Zhu, Cheng Kang, Shui-Hua Wang +2 more
2023IEEE Transactions on Emerging Topics in Computational Intelligence24 citations Open access
Semantic Scholar
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern
C. Jiménez-Mesa, J. E. Arco, Meritxell Valentí-Soler, B. Frades-Payo +8 more
2023International Journal of Neural Systems23 citations Open access
Semantic Scholar
Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning
D. Castillo-Barnes, L. Su, J. Ramírez, D. Salas-González +16 more
2020Information Fusion23 citations Open access
Semantic Scholar
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease
D. Castillo-Barnes, Francisco J. Martínez-Murcia, A. Ortiz, D. Salas-González +2 more
2020International Journal of Neural Systems23 citations Open access
Semantic Scholar
Expectation-Maximization algorithm for finite mixture of α-stable distributions
D. Castillo-Barnes, Francisco J. Martínez-Murcia, J. Ramírez, J. Górriz +1 more
2020Neurocomputing21 citations
Semantic Scholar
What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors
M. Roshanzamir, R. Alizadehsani, Mahdi Roshanzamir, Afshin Shoeibi +3 more
2021Information Systems Frontiers17 citations Open access
Semantic Scholar
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism
J. E. Arco, A. Ortiz, N. Gallego-Molina, J. Górriz +1 more
2023International Journal of Neural Systems16 citations Open access
Semantic Scholar
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence
M. Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras +9 more
2022arXiv.org15 citations Open access
Semantic Scholar
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease
F. Segovia, J. Ramírez, D. Castillo-Barnes, D. Salas-González +5 more
2020Neurocomputing14 citations Open access
Semantic Scholar

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