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J

J. M. Górriz

university of granada

63H-index
592Paper Count
1.4WCitation Count
Published Papers 153
Publication Date
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Robust validation of neuroimaging and clinical models via the SAR method: A case study based on the ADNI dataset
errNeuroImage
IF4.5
err2026-04-22
err0
errOAAI
errAlejandro Hernández Segura; Ignacio Álvarez Illán; Javier Ramírez Pérez de Inestrosa; Fermín Segovia Román; Francisco Jesús Martínez Murcia; Johannes Levin; Juan Manuel Górriz Sáez
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errSave
Unraveling the Autism Spectrum Heterogeneity: Insights From ABIDE I Database Using Data/Model-Driven Permutation Testing Approaches
errBrain and Behavior
IF2.7
err2026-01-31
err0
errOAAI
errFrancisco José Alcaide; Ignacio Alvarez Illan; Javier Ramírez; Juan Manuel Gorriz
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errSave
Skin cancer segmentation and recognition from dermoscopy images: a novel framework based on improved DeepLabV3+ and network-level fused deep architectures
errJournal of Advanced Research
IF13
err2025-08-26
err0
errOAAI
errMehak Arshad; Muhammad Attique Khan; Juan Manuel Górriz; Jamel Baili; Dina Abdulaziz AlHammadi; Chomyong Kim; Yunyoung Nam
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errSave
Improved Alzheimer’s disease diagnosis using multimodal sparse similarity feature selection and auxiliary data
errBiomedical Signal Processing and Control
IF4.9
err2025-08-11
err0
PREAI
errAhmed Elazab; Hanyu Wang; Changmiao Wang; Yudong Zhang; Juan M. Gorriz; Jiayue Cai; Chunqi Chang
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errSave
Image-based AI tools in peripheral nerves assessment: Current status and integration strategies − A narrative review
errEuropean Journal of Radiology
IF3.3
err2025-06-18
err0
PREAI
errTeodoro Martín-Noguerol; Carolina Díaz-Angulo; Antonio Luna; Fermín Segovia; Manuel Gómez-Río; Juan M. Górriz
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errSave
Explainable Intermodality Medical Information Transfer Using Siamese Autoencoders
errIEEE Transactions on Radiation and Plasma Medical Sciences
IF3.5
err2025-06-09
err0
errOAAI
errJuan E. Arco; Carmen Jiménez-Mesa; Andrés Ortiz; Javier Ramírez; Johannes Levin; Juan M. Górriz
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errSave
Statistical agnostic regression: A machine learning method to validate regression models
errJournal of Advanced Research
IF13
err2025-05-01
err0
errOAAI
errJ.M. Gorriz; J. Ramirez; F. Segovia; C. Jimenez-Mesa; F.J. Martinez-Murcia; J. Suckling
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errSave
InfraFFN: A Feature Fusion Network leveraging dual-path convolution and self-attention for infrared image super-resolution
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-02-01
err1
PREAI
errQin, Feiwei; Shen, Zhengwei; Ge, Ruiquan; Zhang, Kai; Lin, Fei; Wang, Yeru; Gorriz, Juan M.
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errSave
Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err1
PREAI
errElazab, Ahmed; Wang, Changmiao; Abdelaziz, Mohammed; Zhang, Jian; Gu, Jason; Gorriz, Juan M.; Zhang, Yudong; Chang, Chunqi
errShare
errSave
Multi-graph Networks with Graph Pooling for COVID-19 Diagnosis
errJOURNAL OF BIONIC ENGINEERING
IF5.8
err2024-11-18
err0
PREAI
errTang, Chaosheng; Xu, Wenle; Sun, Junding; Wang, Shuihua; Zhang, Yudong; Gorriz, Juan Manuel
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errSave
Frequency and Longitudinal Course of Behavioral and Neuropsychiatric Symptoms in Participants With Genetic Frontotemporal Dementia
errNEUROLOGY
IF8.5
err2024-10-22
err0
errOAAI
errSchoenecker, Sonja; Martinez-Murcia, Francisco J.; Denecke, Jannis; Franzmeier, Nicolai; Danek, Adrian; Wagemann, Olivia; Prix, Catharina; Wlasich, Elisabeth; Voeglein, Jonathan; Loosli, Sandra V.; Brauer, Anna; Gorriz Saez, Juan-Manuel; Bouzigues, Arabella; Russell, Lucy L.; Foster, Phoebe H.; Ferry-Bolder, Eve; van Swieten, John C.; Jiskoot, Lize C.; Seelaar, Harro; Sanchez-Valle, Raquel; Laforce, Robert; Graff, Caroline; Galimberti, Daniela; Vandenberghe, Rik; de Mendonca, Alexandre; Tiraboschi, Pietro; Santana, Isabel; Gerhard, Alexander; Sorbi, Sandro; Otto, Markus; Pasquier, Florence; Ducharme, Simon; Butler, Christopher; Le Ber, Isabelle; Finger, Elizabeth; Tartaglia, Maria Carmela; Masellis, Mario; Rowe, James B.; Synofzik, Matthis; Moreno, Fermin; Borroni, Barbara; Rohrer, Jonathan D.; Priller, Josef; Hoeglinger, Guenter U.; Levin, Johannes
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Guest Editorial: Knowledge-based deep learning system in bio-medicine
errCAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY
IF7.3
err2024-08-09
err0
errOAAI
errZhang, Yu-Dong; Gorriz, Juan Manuel
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errSave
Bridging Imaging and Clinical Scores in Parkinson's Progression Via Multimodal Self-Supervised Deep Learning
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2024-05-22
err2
PREAI
errMartinez-Murcia, Francisco J.; Arco, Juan Eloy; Jimenez-Mesa, Carmen; Segovia, Fermin; Illan, Ignacio A.; Ramirez, Javier; Gorriz, Juan Manuel
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errSave
EAYv3-CFC3: Ensemble Learning With Attention-Based Yv3 Combined With CFC3 Loss for Obscenity Detection
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-04-01
err0
PREAI
errSamal, Sonali; Zhang, Yu-Dong; Saez, Juan Manuel Gorriz; Wang, Shui-Hua; Balabantaray, Bunil Kumar; Nayak, Rajashree
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errSave
Automated detection and forecasting of COVID-19 using deep learning techniques: A review
errNEUROCOMPUTING
IF6.5
err2024-04-01
err21
errOAAI
errShoeibi, Afshin; Khodatars, Marjane; Jafari, Mahboobeh; Ghassemi, Navid; Sadeghi, Delaram; Moridian, Parisa; Khadem, Ali; Alizadehsani, Roohallah; Hussain, Sadiq; Zare, Assef; Sani, Zahra Alizadeh; Khozeimeh, Fahime; Nahavandi, Saeid; Acharya, U. Rajendra; Gorriz, Juan M.
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errSave
Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis
errHUMAN BRAIN MAPPING
IF3.3
err2024-03-27
err0
errOAAI
errJimenez-Mesa, Carmen; Ramirez, Javier; Yi, Zhenghui; Yan, Chao; Chan, Raymond; Murray, Graham K.; Gorriz, Juan Manuel; Suckling, John
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errSave
Improved organs at risk segmentation based on modified U-Net with self-attention and consistency regularisation
errCAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY
IF7.3
err2024-03-25
err1
errOAAI
errManko, Maksym; Popov, Anton; Gorriz, Juan Manuel; Ramirez, Javier
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errSave
GAN-MD: A myocarditis detection using multi-channel convolutional neural networks and generative adversarial network-based data augmentation
errCAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY
IF7.3
err2024-03-14
err2
errOAAI
errGolilarz, Hengame Ahmadi; Azadbar, Alireza; Alizadehsani, Roohallah; Gorriz, Juan Manuel
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errSave
Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty
errieee transactions on cybernetics
IF8.7
err2024-03-01
err2
PREAI
errNamadchian, Zahra; Shoeibi, Afshin; Zare, Assef; Gorriz, Juan M.; Lam, Hak-Keung; Ling, Sai Ho
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errSave
A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm
errCAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY
IF7.3
err2024-02-15
err3
errOAAI
errYang, Jing; Sadiq, Touseef; Xiong, Jiale; Awais, Muhammad; Bhatti, Uzair Aslam; Alizadehsani, Roohallah; Gorriz, Juan Manuel
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
E
Edward T. Bullmore
H-index: 184 · Papers: 1.2K
C
Colin L. Masters
H-index: 172 · Papers: 2.1K
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
U
U. Rajendra Acharya
H-index: 146 · Papers: 1.1K
F
Fabian J. Theis
H-index: 125 · Papers: 1.1K
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