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Juan Manuel Górriz
Juan Manuel Górriz Sáez – J. M. Górriz
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- affiliation: University of Granada, Spain
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2020 – today
- 2025
- [j159]Feiwei Qin, Zhengwei Shen, Ruiquan Ge, Kai Zhang, Fei Lin, Yeru Wang, Juan Manuel Górriz, Ahmed Elazab, Changmiao Wang:
InfraFFN: A Feature Fusion Network leveraging dual-path convolution and self-attention for infrared image super-resolution. Knowl. Based Syst. 310: 112960 (2025) - 2024
- [j158]Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi
, Hamid Alinejad-Rokny, Amin Beheshti
, David López-García
, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz:
Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002-2023. Appl. Intell. 54(11-12): 35-79 (2024) - [j157]Yu-Dong Zhang
, Juan Manuel Górriz:
Guest Editorial: Knowledge-based deep learning system in bio-medicine. CAAI Trans. Intell. Technol. 9(4): 787-789 (2024) - [j156]Maksym Manko
, Anton Popov
, Juan Manuel Górriz
, Javier Ramírez
:
Improved organs at risk segmentation based on modified U-Net with self-attention and consistency regularisation. CAAI Trans. Intell. Technol. 9(4): 850-865 (2024) - [j155]Hengame Ahmadi Golilarz, Alireza Azadbar
, Roohallah Alizadehsani, Juan Manuel Górriz:
GAN-MD: A myocarditis detection using multi-channel convolutional neural networks and generative adversarial network-based data augmentation. CAAI Trans. Intell. Technol. 9(4): 866-878 (2024) - [j154]Lijia Deng
, Qinghua Zhou, Shuihua Wang, Juan Manuel Górriz, Yudong Zhang
:
Deep learning in crowd counting: A survey. CAAI Trans. Intell. Technol. 9(5): 1043-1077 (2024) - [j153]Jing Yang, Touseef Sadiq
, Jiale Xiong
, Muhammad Awais, Uzair Aslam Bhatti, Roohallah Alizadehsani, Juan Manuel Górriz:
A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm. CAAI Trans. Intell. Technol. 9(6): 1347-1360 (2024) - [j152]Ahmed Elazab, Changmiao Wang, Mohammed Abdelaziz, Jian Zhang, Jason Gu, Juan Manuel Górriz, Yudong Zhang, Chunqi Chang:
Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions. Expert Syst. Appl. 255: 124780 (2024) - [j151]Francisco Jesús Martínez-Murcia
, Juan Eloy Arco
, Carmen Jimenez-Mesa
, Fermín Segovia
, Ignacio Álvarez
, Javier Ramírez
, Juan Manuel Górriz
:
Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. Int. J. Neural Syst. 34(8): 2450043:1-2450043:16 (2024) - [j150]Afshin Shoeibi, Marjane Khodatars
, Mahboobeh Jafari, Navid Ghassemi, Delaram Sadeghi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Sadiq Hussain, Assef Zare, Zahra Alizadeh Sani, Fahime Khozeimeh, Saeid Nahavandi, U. Rajendra Acharya, Juan Manuel Górriz:
Automated detection and forecasting of COVID-19 using deep learning techniques: A review. Neurocomputing 577: 127317 (2024) - [j149]Sonali Samal
, Yu-Dong Zhang
, Juan Manuel Górriz Sáez
, Shui-Hua Wang
, Bunil Kumar Balabantaray
, Rajashree Nayak
:
EAYv3-CF$C^{3}$: Ensemble Learning With Attention-Based Yv3 Combined With CF$C^{3}$ Loss for Obscenity Detection. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1097-1101 (2024) - [j148]Zahra Namadchian
, Afshin Shoeibi, Assef Zare
, Juan Manuel Górriz
, Hak-Keung Lam
, Sai Ho Ling
:
Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty. IEEE Trans. Syst. Man Cybern. Syst. 54(3): 1755-1767 (2024) - [c178]Masoud Sistaninezhad
, Ali Jafarizadeh
, Saman Rajebi
, Siamak Pedrammehr
, Roohallah Alizadehsani
, Juan Manuel Górriz
:
Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods. IWINAC 2024: 3-13 - [c177]Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes
, Ignacio Rodríguez-Rodríguez
, Juan Manuel Górriz:
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. IWINAC 2024: 14-23 - [c176]Mohammad Maftoun
, Javad Hassannataj Joloudari
, Omid Zare
, Maryam Khademi
, Alireza Atashi
, Mohammad Ali Nematollahi
, Roohallah Alizadehsani
, Juan Manuel Górriz
:
Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree Classifier. IWINAC 2024: 68-77 - [c175]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Ignacio A. Illán, Carmen Jiménez-Mesa, Javier Ramírez, Juan Manuel Górriz:
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease. IWINAC 2024: 78-87 - [c174]Mohamad Roshanzamir, Roohallah Alizadehsani, Seyed Vahid Moravvej, Javad Hassannataj Joloudari, Hamid Alinejad-Rokny, Juan Manuel Górriz:
Enhancing Interpretability in Machine Learning: A Focus on Genetic Network Programming, Its Variants, and Applications. IWINAC 2024: 98-107 - [c173]Mohammad Hashemi
, Seyedeh Somayeh Salehi Komamardakhi
, Mohammad Maftoun
, Omid Zare
, Javad Hassannataj Joloudari
, Mohammad Ali Nematollahi
, Roohallah Alizadehsani
, Pietro Sala
, Juan Manuel Górriz
:
Enhancing Coronary Artery Disease Classification Using Optimized MLP Based on Genetic Algorithm. IWINAC 2024: 108-117 - [c172]Juan Eloy Arco, Nicolás Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz:
Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. IWINAC 2024: 118-127 - [c171]Mohammad Bdaqli
, Afshin Shoeibi
, Parisa Moridian
, Delaram Sadeghi
, Mozhde Firoozi Pouyani
, Ahmad Shalbaf, Juan Manuel Górriz
:
Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI. IWINAC 2024: 128-138 - [c170]Afshin Shoeibi
, Mahboobeh Jafari
, Delaram Sadeghi
, Roohallah Alizadehsani
, Hamid Alinejad-Rokny
, Amin Beheshti
, Juan Manuel Górriz
:
Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model. IWINAC 2024: 139-149 - [c169]Afshin Shoeibi
, Marjane Khodatars
, Hamid Alinejad-Rokny
, Jónathan Heras
, Sara Bagherzadeh
, Amin Beheshti
, Juan Manuel Górriz
:
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models. IWINAC 2024: 150-160 - [c168]Meng Wu
, Shuwen Chen
, Jiaji Wang
, Shuihua Wang
, Juan Manuel Górriz
, Eugene Yu-Dong Zhang
:
Stationary Wavelet Entropy and Cat Swarm Optimization to Detect COVID-19. IWINAC (2) 2024: 150-162 - [c167]Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes
, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque:
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC 2024: 161-170 - [c166]R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia:
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC 2024: 182-190 - [c165]Carmen Jimenez-Mesa
, Juan Eloy Arco
, Meritxell Valentí-Soler, Belén Frades-Payo
, María A. Zea-Sevilla, Andrés Ortiz
, Marina Ávila-Villanueva, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
:
A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test. IWINAC 2024: 191-200 - [c164]David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz:
RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging. IWINAC (2) 2024: 225-245 - [c163]Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto:
RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. IWINAC (2) 2024: 246-261 - [i33]Juan Manuel Górriz, Fermín Segovia, Javier Ramírez, Andrés Ortiz, John Suckling:
Is K-fold cross validation the best model selection method for Machine Learning? CoRR abs/2401.16407 (2024) - [i32]Juan Manuel Górriz, J. Ramirez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Carmen Jiménez-Mesa, John Suckling:
Statistical Agnostic Regression: a machine learning method to validate regression models. CoRR abs/2402.15213 (2024) - [i31]F. J. Alcaide, I. Álvarez Illán, Javier Ramírez, J. M. Górriz:
Unraveling the Autism spectrum heterogeneity: Insights from ABIDE I Database using data/model-driven permutation testing approaches. CoRR abs/2405.12225 (2024) - [i30]Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto:
RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. CoRR abs/2410.19799 (2024) - [i29]David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz:
RESISTO Project: Automatic detection of operation temperature anomalies for power electric transformers using thermal imaging. CoRR abs/2410.19800 (2024) - [i28]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, F. Segovia Román, Juan Manuel Górriz:
A Review of Latent Representation Models in Neuroimaging. CoRR abs/2412.19844 (2024) - 2023
- [j147]Juan Eloy Arco
, Andrés Ortiz
, Diego Castillo-Barnes
, Juan Manuel Górriz, Javier Ramírez:
Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression. Appl. Soft Comput. 134: 109991 (2023) - [j146]Navid Ghassemi, Afshin Shoeibi
, Marjane Khodatars
, Jónathan Heras, Alireza Rahimi, Assef Zare, Yu-Dong Zhang, Ram Bilas Pachori, Juan Manuel Górriz:
Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning. Appl. Soft Comput. 144: 110511 (2023) - [j145]Mahboobeh Jafari, Afshin Shoeibi
, Marjane Khodatars
, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Niloufar Delfan, Yudong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya
:
Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review. Comput. Biol. Medicine 160: 106998 (2023) - [j144]Mahboobeh Jafari, Afshin Shoeibi
, Marjane Khodatars
, Sara Bagherzadeh
, Ahmad Shalbaf, David López-García
, Juan Manuel Górriz, U. Rajendra Acharya:
Emotion recognition in EEG signals using deep learning methods: A review. Comput. Biol. Medicine 165: 107450 (2023) - [j143]Fermín Segovia, Javier Ramírez, Diego Salas-González, Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz:
Connected system for monitoring electrical power transformers using thermal imaging. Integr. Comput. Aided Eng. 30(4): 353-368 (2023) - [j142]Hengde Zhu
, Jian Wang, Shui-Hua Wang, Rajeev Raman, Juan Manuel Górriz, Yudong Zhang:
An Evolutionary Attention-Based Network for Medical Image Classification. Int. J. Neural Syst. 33(3): 2350010:1-2350010:17 (2023) - [j141]José Manuel Ferrández
, Eduardo Fernández, Juan Manuel Górriz:
Introduction. Int. J. Neural Syst. 33(4): 2303001:1 (2023) - [j140]Carmen Jimenez-Mesa
, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz
, Marina Ávila-Villanueva, Diego Castillo-Barnes
, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. Int. J. Neural Syst. 33(4): 2350015:1-2350015:16 (2023) - [j139]Juan Eloy Arco, Andrés Ortiz
, Nicolás Gallego-Molina
, Juan Manuel Górriz, Javier Ramírez:
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. Int. J. Neural Syst. 33(4): 2350019:1-2350019:18 (2023) - [j138]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa
, Juan Eloy Arco, Diego Salas-Gonzalez, Javier Ramírez, J. M. Górriz:
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. Int. J. Neural Syst. 33(8): 2350041:1-2350041:20 (2023) - [j137]Juan Eloy Arco
, Andrés Ortiz
, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Yudong Zhang
, Juan Manuel Górriz:
Uncertainty-driven ensembles of multi-scale deep architectures for image classification. Inf. Fusion 89: 53-65 (2023) - [j136]Carmen Jimenez-Mesa
, Javier Ramírez
, John Suckling, Jonathan Vöglein
, Johannes Levin
, Juan Manuel Górriz:
A non-parametric statistical inference framework for Deep Learning in current neuroimaging. Inf. Fusion 91: 598-611 (2023) - [j135]Afshin Shoeibi
, Marjane Khodatars
, Mahboobeh Jafari, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Sai Ho Ling, Abbas Khosravi, Hamid Alinejad-Rokny, Hak-Keung Lam, Matthew Fuller-Tyszkiewicz, U. Rajendra Acharya
, Donovan Anderson, Yudong Zhang
, Juan Manuel Górriz:
Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review. Inf. Fusion 93: 85-117 (2023) - [j134]Yudong Zhang
, Lijia Deng
, Hengde Zhu
, Wei Wang
, Zeyu Ren
, Qinghua Zhou, Siyuan Lu, Shiting Sun, Ziquan Zhu, Juan Manuel Górriz, Shuihua Wang:
Deep learning in food category recognition. Inf. Fusion 98: 101859 (2023) - [j133]J. M. Górriz
, I. Álvarez Illán, Agustín Álvarez Marquina
, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes
, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos
, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina
, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós
, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse
, Carmen Jimenez-Mesa
, Marina Jodra-Chuan
, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt
, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez
, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska
, Grzegorz J. Nalepa, Paulo Novais
, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso
, José T. Palma
, António Pereira
, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón
, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez
, Peter H. M. P. Roelofsma, José Santos
, Diego Salas-Gonzalez, Pedro Salcedo Lagos
, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur
, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang
, Yu-Dong Zhang, Hengde Zhu
, Ziquan Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [j132]Yudong Zhang
, Jiaji Wang
, Juan Manuel Górriz
, Shuihua Wang:
Deep Learning and Vision Transformer for Medical Image Analysis. J. Imaging 9(7): 147 (2023) - [j131]Yudong Zhang
, Yanrong Pei, Juan Manuel Górriz:
SCNN: A Explainable Swish-based CNN and Mobile App for COVID-19 Diagnosis. Mob. Networks Appl. 28(5): 1936-1949 (2023) - [j130]José M. G. Peñalver, David López-García
, Carlos González-García, Blanca Aguado-López
, Juan Manuel Górriz
, María Ruz
:
Top-down specific preparatory activations for selective attention and perceptual expectations. NeuroImage 271: 119960 (2023) - [j129]Yu-Dong Zhang
, Juan Manuel Górriz, Yi Pan
, Oscar Cordón
:
Guest Editorial Special Issue on Explainable Deep Learning for Medical Image Processing and Analysis. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 2-4 (2023) - [j128]Xujing Yao
, Ziquan Zhu, Cheng Kang
, Shui-Hua Wang
, Juan Manuel Górriz
, Yu-Dong Zhang
:
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 5-14 (2023) - [j127]Juan Eloy Arco
, Andrés Ortiz
, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Yu-Dong Zhang
, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val
, Antonio Luna
, Juan Manuel Górriz
:
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1431-1441 (2023) - [c162]Mohamad Roshanzamir, Roohallah Alizadehsani, Mahdi Roshanzamir, Afshin Shoeibi, Juan Manuel Górriz, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya:
Using Data Mining Techniques to Analyze Facial Expression Motion Vectors. DIS 2023: 1-19 - [i27]E. Delgado de las Heras, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Carmen Jiménez-Mesa, Diego Castillo-Barnes, Javier Ramírez, Juan Manuel Górriz:
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders. CoRR abs/2305.07038 (2023) - [i26]Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen
, U. Rajendra Acharya, Juan Manuel Górriz:
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023. CoRR abs/2309.12202 (2023) - [i25]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz:
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? CoRR abs/2311.12561 (2023) - [i24]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Perez
, Miguel López-Zamora, Juan Luis Luque:
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. CoRR abs/2311.13876 (2023) - 2022
- [j126]Afshin Shoeibi
, Navid Ghassemi, Marjane Khodatars
, Parisa Moridian, Roohallah Alizadehsani, Assef Zare
, Abbas Khosravi, Abdulhamit Subasi
, U. Rajendra Acharya
, Juan Manuel Górriz:
Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies. Biomed. Signal Process. Control. 73: 103417 (2022) - [j125]Delaram Sadeghi, Afshin Shoeibi
, Navid Ghassemi
, Parisa Moridian, Ali Khadem
, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan Manuel Górriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, U. Rajendra Acharya
:
An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine 146: 105554 (2022) - [j124]Afshin Shoeibi
, Parisa Moridian, Marjane Khodatars
, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong
, Juan Manuel Górriz, Javier Ramírez
, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya
:
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine 149: 106053 (2022) - [j123]David López-García
, José M. G. Peñalver, Juan Manuel Górriz, María Ruz
:
MVPAlab: A machine learning decoding toolbox for multidimensional electroencephalography data. Comput. Methods Programs Biomed. 214: 106549 (2022) - [j122]Danial Katoozian, Hossein Hosseini-Nejad, Mohammad-Reza Abolghasemi Dehaqani, Afshin Shoeibi, Juan Manuel Górriz:
A hardware efficient intra-cortical neural decoding approach based on spike train temporal information. Integr. Comput. Aided Eng. 29(4): 431-445 (2022) - [j121]Siyuan Lu
, Ziquan Zhu
, Juan Manuel Górriz
, Shui-Hua Wang
, Yu-Dong Zhang
:
NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network. Int. J. Intell. Syst. 37(2): 1572-1598 (2022) - [j120]Nazanin Ahmadi-Dastgerdi
, Hossein Hosseini-Nejad, Hadi Amiri, Afshin Shoeibi
, Juan Manuel Górriz:
A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems. Int. J. Neural Syst. 32(3): 2250001:1-2250001:16 (2022) - [j119]Juan Eloy Arco, Andrés Ortiz
, Javier Ramírez
, Yu-Dong Zhang
, Juan Manuel Górriz:
Tiled Sparse Coding in Eigenspaces for Image Classification. Int. J. Neural Syst. 32(3): 2250007:1-2250007:22 (2022) - [j118]Diego Castillo-Barnes
, Carmen Jimenez-Mesa
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez, Javier Ramírez
, Juan Manuel Górriz:
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. Int. J. Neural Syst. 32(5): 2250019:1-2250019:16 (2022) - [j117]Juan Manuel Górriz, Rubén Martín-Clemente
, Carlos García Puntonet, Andrés Ortiz
, Javier Ramírez
, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. Neurocomputing 510: 159-171 (2022) - [j116]Yudong Zhang
, Juan Manuel Górriz
, Shuihua Wang:
Modern Forms and New Challenges in Medical Sensors and Body Area Networks. J. Sens. Actuator Networks 11(4): 79 (2022) - [j115]J. M. Górriz
, Carmen Jimenez-Mesa
, Fermín Segovia
, Javier Ramírez
, John Suckling
:
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. IEEE J. Biomed. Health Informatics 26(11): 5332-5343 (2022) - [c161]Hengde Zhu
, Jian Wang
, Shui-Hua Wang
, Yudong Zhang
, Juan Manuel Górriz
:
ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection. IWINAC (1) 2022: 3-12 - [c160]Diego Castillo-Barnes
, Javier Merino-Chica, R. Garcia-Diaz, Carmen Jimenez-Mesa
, Juan Eloy Arco, Javier Ramírez
, J. M. Górriz:
CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data Sources. IWINAC (1) 2022: 23-33 - [c159]Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz
, Marina Ávila-Villanueva, Diego Castillo-Barnes
, Javier Ramírez
, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test. IWINAC (1) 2022: 34-42 - [c158]Afshin Shoeibi
, Mitra Rezaei
, Navid Ghassemi
, Zahra Namadchian
, Assef Zare
, Juan Manuel Górriz
:
Automatic Diagnosis of Schizophrenia in EEG Signals Using Functional Connectivity Features and CNN-LSTM Model. IWINAC (1) 2022: 63-73 - [c157]Behnam Gholami
, Mohammad Hossein Behboudi
, Ali Khadem
, Afshin Shoeibi
, Juan Manuel Górriz
:
Sleep Apnea Diagnosis Using Complexity Features of EEG Signals. IWINAC (1) 2022: 74-83 - [c156]David López-García
, J. M. González-Peñalver, J. M. Górriz, María Ruz
:
Representational Similarity Analysis: A Preliminary Step to fMRI-EEG Data Fusion in MVPAlab. IWINAC (1) 2022: 84-94 - [c155]Andrés Ortiz
, Juan Eloy Arco, Marco A. Formoso, Nicolás Gallego-Molina
, Ignacio Rodríguez-Rodríguez
, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez
:
Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. IWINAC (1) 2022: 95-103 - [c154]Jose Antonio Simón-Rodríguez, Francisco Jesús Martínez-Murcia
, Javier Ramírez
, Diego Castillo-Barnes
, Juan Manuel Górriz:
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images. IWINAC (1) 2022: 104-113 - [c153]Wei Wang
, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang
:
Covid-19 Detection by Wavelet Entropy and Self-adaptive PSO. IWINAC (1) 2022: 125-135 - [c152]Ziquan Zhu
, Zeyu Ren
, Shui-Hua Wang
, Juan Manuel Górriz
, Yudong Zhang
:
RDNet: ResNet-18 with Dropout for Blood Cell Classification. IWINAC (1) 2022: 136-144 - [c151]Afshin Shoeibi
, Navid Ghassemi
, Jónathan Heras
, Mitra Rezaei
, Juan Manuel Górriz
:
Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models. IWINAC (1) 2022: 145-155 - [c150]Juan Eloy Arco, Andrés Ortiz
, Diego Castillo-Barnes
, Juan Manuel Górriz, Javier Ramírez
:
Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks. IWINAC (1) 2022: 156-165 - [c149]Carmen Jimenez-Mesa
, Diego Castillo-Barnes
, Juan Eloy Arco, Fermín Segovia, Javier Ramírez
, Juan Manuel Górriz:
Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease. IWINAC (1) 2022: 166-175 - [c148]Diego Castillo-Barnes
, Juan Eloy Arco, Carmen Jimenez-Mesa
, Javier Ramírez
, J. M. Górriz, Diego Salas-Gonzalez:
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease. IWINAC (1) 2022: 176-186 - [c147]Fermín Segovia, Javier Ramírez
, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia
, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz:
Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging. IWINAC (1) 2022: 573-582 - [i23]J. M. Górriz, Rubén Martín-Clemente, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. CoRR abs/2202.04397 (2022) - [i22]Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars
, Parisa Moridian, Abbas Khosravi, Assef Zare, Juan Manuel Górriz, Amir Hossein Chale-Chale, Ali Khadem, U. Rajendra Acharya
:
Automatic Diagnosis of Schizophrenia and Attention Deficit Hyperactivity Disorder in rs-fMRI Modality using Convolutional Autoencoder Model and Interval Type-2 Fuzzy Regression. CoRR abs/2205.15858 (2022) - [i21]Parisa Moridian, Navid Ghassemi, Mahboobeh Jafari, Salam Salloum-Asfar
, Delaram Sadeghi, Marjane Khodatars
, Afshin Shoeibi, Abbas Khosravi, Sai Ho Ling, Abdulhamit Subasi
, Sara A. Abdulla, Roohallah Alizadehsani, Juan Manuel Górriz, U. Rajendra Acharya
:
Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review. CoRR abs/2206.11233 (2022) - [i20]Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Abbas Khosravi, Sai Ho Ling, Roohallah Alizadehsani, Amin Beheshti, Yu-Dong Zhang
, Shui-Hua Wang, Juan Manuel Górriz, U. Rajendra Acharya
, Hamid Alinejad-Rokny:
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence. CoRR abs/2210.14611 (2022) - [i19]Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars
, Navid Ghassemi, Parisa Moridian, Niloufar Delfan, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Yu-Dong Zhang
, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya
:
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review. CoRR abs/2210.14909 (2022) - 2021
- [j114]Yu-Dong Zhang
, Zhengchao Dong, Juan Manuel Górriz, Yizhang Jiang, Ming Yang, Shui-Hua Wang:
IEEE Access Special Section Editorial: Emerging Deep Learning Theories and Methods for Biomedical Engineering. IEEE Access 9: 74038-74043 (2021) - [j113]Afshin Shoeibi
, Marjane Khodatars
, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani
, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya
:
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review. Comput. Biol. Medicine 136: 104697 (2021) - [j112]Juan Eloy Arco
, Javier Ramírez
, Juan Manuel Górriz
, María Ruz
:
Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease. Expert Syst. Appl. 185: 115549 (2021) - [j111]Afshin Shoeibi
, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem
, Yinan Kong, Saeid Nahavandi, Yu-Dong Zhang
, Juan Manuel Górriz:
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models. Frontiers Neuroinformatics 15: 777977 (2021) - [j110]Francisco Jesús Martínez-Murcia, Andrés Ortiz