Javier Ramı́rez - Publications, H-index & Citations

Javier Ramı́rez

university of granada

54H指数

504论文数

1.1W被引数

收录论文 107

发表时间

Unraveling the Autism Spectrum Heterogeneity: Insights From ABIDE I Database Using Data/Model-Driven Permutation Testing Approaches

Brain and Behavior

IF2.7

2026-01-31

OAAI

Francisco José Alcaide; Ignacio Alvarez Illan; Javier Ramírez; Juan Manuel Gorriz

Explainable Intermodality Medical Information Transfer Using Siamese Autoencoders

IEEE Transactions on Radiation and Plasma Medical Sciences

IF3.5

2025-06-09

OAAI

Juan E. Arco; Carmen Jiménez-Mesa; Andrés Ortiz; Javier Ramírez; Johannes Levin; Juan M. Górriz

Statistical agnostic regression: A machine learning method to validate regression models

Journal of Advanced Research

IF13

2025-05-01

OAAI

J.M. Gorriz; J. Ramirez; F. Segovia; C. Jimenez-Mesa; F.J. Martinez-Murcia; J. Suckling

Bridging Imaging and Clinical Scores in Parkinson's Progression Via Multimodal Self-Supervised Deep Learning 通过多模态自监督深度学习桥接帕金森进展中的成像和临床评分

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2024-05-22

PREAI

Martinez-Murcia, Francisco J.; Arco, Juan Eloy; Jimenez-Mesa, Carmen; Segovia, Fermin; Illan, Ignacio A.; Ramirez, Javier; Gorriz, Juan Manuel

Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis

HUMAN BRAIN MAPPING

IF3.3

2024-03-27

OAAI

Jimenez-Mesa, Carmen; Ramirez, Javier; Yi, Zhenghui; Yan, Chao; Chan, Raymond; Murray, Graham K.; Gorriz, Juan Manuel; Suckling, John

Improved organs at risk segmentation based on modified U-Net with self-attention and consistency regularisation

CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY

IF7.3

2024-03-25

OAAI

Manko, Maksym; Popov, Anton; Gorriz, Juan Manuel; Ramirez, Javier

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends 可解释人工智能的计算方法: 理论，应用和趋势的进展

INFORMATION FUSION

IF15.5

2023-12-01

OAAI

Gorriz, J. M.; Avarez-Illan, I.; Avarez-Marquina, A.; Arco, J. E.; Atzmueller, M.; Ballarini, F.; Barakova, E.; Bologna, G.; Bonomini, P.; Castellanos-Dominguez, G.; Castillo-Barnes, D.; Cho, S. B.; Contreras, R.; Cuadra, J. M.; Dominguez, E.; Dominguez-Mateos, F.; Duro, R. J.; Elizondo, D.; Fernandez-Caballero, A.; Fernandez-Jover, E.; Formoso, M. A.; Gallego-Molina, N. J.; Gamazo, J.; Gonzalez, J. Garcia; Garcia-Rodriguez, J.; Garre, C.; Garrigos, J.; Gomez-Rodellar, A.; Gomez-Vilda, P.; Grana, M.; Guerrero-Rodriguez, B.; Hendrikse, S. C. F.; Jimenez-Mesa, C.; Jodra-Chuan, M.; Julian, V.; Kotz, G.; Kutt, K.; Leming, M.; de Lope, J.; Macas, B.; Marrero-Aguiar, V.; Martinez, J. J.; Martinez-Murcia, F. J.; Martinez-Tomas, R.; Mekyska, J.; Nalepa, G. J.; Novais, P.; Orellana, D.; Ortiz, A.; Palacios-Alonso, D.; Palma, J.; Pereira, A.; Pinacho-Davidson, P.; Pinninghoff, M. A.; Ponticorvo, M.; Psarrou, A.; Ramirez, J.; Rincon, M.; Rodellar-Biarge, V.; Rodriguez-Rodriguez, I.; Roelofsma, P. H. M. P.; Santos, J.; Salas-Gonzalez, D.; Salcedo-Lagos, P.; Segovia, F.; Shoeibi, A.; Silva, M.; Simic, D.; Suckling, J.; Treur, J.; Tsanas, A.; Varela, R.; Wang, S. H.; Wang, W.; Zhang, Y. D.; Zhu, H.; Zhu, Z.; Ferrandez-Vicente, J. M.

Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects

PHARMACOLOGICAL RESEARCH

IF10.5

2023-11-01

OAAI

Jimenez-Mesa, Carmen; Arco, Juan E.; Martinez-Murcia, Francisco Jesus; Suckling, John; Ramirez, Javier; Gorriz, Juan Manuel

Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2023-10-01

OAAI

Arco, Juan E.; Ortiz, Andres; Ramirez, Javier; Martinez-Murcia, Francisco J.; Zhang, Yu-Dong; Broncano, Jordi; Berbis, M. Alvaro; Royuela-del-Val, Javier; Luna, Antonio; Gorriz, Juan M.

Connected system for monitoring electrical power transformers using thermal imaging

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2023-08-31

OAAI

Segovia, F.; Ramirez, J.; Salas-Gonzalez, D.; Illan, I. A.; Martinez-Murcia, F. J.; Rodriguez-Rivero, J.; Leiva, F. J.; Gaitan, C.; Gorriz, J. M.

Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2023-07-21

OAAI

Castillo-Barnes, D.; Martinez-Murcia, F. J.; Jimenez-Mesa, C.; Arco, J. E.; Salas-Gonzalez, D.; Ramirez, J.; Gorriz, J. M.

A non-parametric statistical inference framework for Deep Learning in current neuroimaging

INFORMATION FUSION

IF15.5

2023-03-01

OAAI

Jimenez-Mesa, Carmen; Ramirez, Javier; Suckling, John; Voeglein, Jonathan; Levin, Johannes; Gorriz, Juan Manuel

Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2023-02-18

OAAI

Arco, Juan E.; Ortiz, Andres; Gallego-Molina, Nicolas J.; Gorriz, Juan M.; Ramirez, Javier

Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2023-02-16

OAAI

Jimenez-Mesa, Carmen; Arco, Juan E.; Valenti-Soler, Meritxell; Frades-Payo, Belen; Zea-Sevilla, Maria A.; Ortiz, Andres; Avila-Villanueva, Marina; Castillo-Barnes, Diego; Ramirez, Javier; Del Ser-Quijano, Teodoro; Carnero-Pardo, Cristobal; Gorriz, Juan M.

Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer?s disease progression

APPLIED SOFT COMPUTING

IF6.6

2023-02-01

OAAI

Arco, Juan E.; Ortiz, Andres; Castillo-Barnes, Diego; Gorriz, Juan M.; Ramirez, Javier

Uncertainty-driven ensembles of multi-scale deep architectures for image classification

INFORMATION FUSION

IF15.5

2023-01-01

OAAI

Arco, Juan E.; Ortiz, Andres; Ramirez, Javier; Martinez-Murcia, Francisco J.; Zhang, Yu-Dong; Gorriz, Juan M.

High-speed videomicroscopy of sheared carbonyl iron suspensions

SMART MATERIALS AND STRUCTURES

IF3.8

2022-12-29

OAAI

Martinez-Cano, Oscar; Morillas, Jose R.; Cvek, Martin; Ramirez, Javier; de Vicente, Juan

Cardiac function in critically ill patients with severe COVID: A prospective cross-sectional study in mechanically ventilated patients

JOURNAL OF CRITICAL CARE

IF2.9

2022-12-01

OAAI

Valenzuela, Emilio Daniel; Mercado, Pablo; Pairumani, Ronald; Medel, Juan Nicolas; Petruska, Edward; Ugalde, Diego; Morales, Felipe; Eisen, Daniela; Araya, Carla; Montoya, Jorge; Gonzalez, Alejandra; Rovegno, Maximiliano; Ramirez, Javier; Aguilera, Javiera; Hernandez, Glenn; Bruhn, Alejandro; Slama, Michel; Bakker, Jan

A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-11-01

OAAI

Gorriz, J. M.; Jimenez-Mesa, C.; Segovia, F.; Ramirez, J.; Suckling, J.

A hypothesis-driven method based on machine learning for neuroimaging data analysis

NEUROCOMPUTING

IF6.5

2022-10-01

OAAI

Gorriz, J. M.; Martin-Clemente, R.; Puntonet, C. G.; Ortiz, A.; Ramirez, J.; Suckling, J.

研究方向