Carmen Jiménez Mesa

Category

PhD - Others

Contact

carmenj@ugtU9.LpgB_r.es

Organization

UGR

Researcher Profile

Total From 2019:
Citas Total: 497 From 2019: 497
Índice H Total: 9 From 2019: 9
Índice i10 Total: 9 From 2019: 9

Papers (24)

Title Authors Year
Statistical Agnostic Regression: a machine learning method to validate regression models JM Gorriz, J Ramirez, F Segovia, FJ Martinez-Murcia, C Jiménez-Mesa, .... 2024
Using Explainable Artificial Intelligence in the Clock Drawing Test to reveal the cognitive impairment pattern C Jimenez-Mesa, JE Arco, M Valenti-Soler, B Frades-Payo, .... 2023
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders E Heras, FJ Martinez-Murcia, IA Illán, C Jiménez-Mesa, D Castillo-Barnes, .... 2023
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data D Castillo-Barnes, FJ Martinez-Murcia, C Jimenez-Mesa, JE Arco, .... 2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, .... 2023
Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects C Jimenez-Mesa, JE Arco, FJ Martinez-Murcia, J Suckling, J Ramirez, .... 2023
Enhancing diagnostic accuracy in neuroimaging through machine learning: advancements in statistical classification and mapping C Jiménez Mesa. 2023
MACHINE LEARNING IN SMALL SAMPLE NEUROIMAGING STUDIES: NOVEL MEASURES FOR SCHIZOPHRENIA ANALYSIS J Suckling, G Murray, J Ramírez, C Jiménez-Mesa, JM Gorriz. 2023
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images D Castillo-Barnes, C Jimenez-Mesa, FJ Martinez-Murcia, .... 2022
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test C Jiménez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, .... 2022
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson’s Disease D Castillo-Barnes, JE Arco, C Jimenez-Mesa, J Ramirez, JM Górriz, .... 2022
CAD System for Parkinson’s Disease with Penalization of Non-significant or High-Variability Input Data Sources D Castillo-Barnes, J Merino-Chica, R Garcia-Diaz, C Jimenez-Mesa, .... 2022
Analyzing Statistical Inference Maps Using MRI Images for Parkinson’s Disease C Jimenez-Mesa, D Castillo-Barnes, JE Arco, F Segovia, J Ramirez, .... 2022
A non-parametric statistical inference framework for Deep Learning in current neuroimaging C Jimenez-Mesa, J Ramirez, J Suckling, J Vöglein, J Levin, JM Gorriz, .... 2022
Standardization of Agnostic Learning Techniques in Neuroimaging: a Case Study in EEG C Jimenez-Mesa, JM Peñalver, D Lopez-Garcia, J Ramirez, .... 2022
Ensemble Learning Using Weighted Convolutional Neural Networks for Parkinson’s Disease D Castillo-Barnes, R Garcia-Diaz, J Merino-Chica, F Segovia, .... 2022
Analysis of the Neurological Hallmarks of COVID-19. A Multivariate Approach Using 18F-FDG-PET Data F Segovia, J Ramírez, D Castillo-Barnes, C Jimenez-Mesa, .... 2022
A connection between pattern classification by machine learning and statistical inference with the General Linear Model JM Gorriz, J Suckling, J Ramirez, C Jimenez-Mesa, F Segovia. 2021
Optimized One vs One approach in multiclass classification for early Alzheimer’s Disease and Mild Cognitive Impairment diagnosis C Jiménez-Mesa, IA Illan, A Martín-Martín, D Castillo-Barnes, .... 2020
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, .... 2020
Spatial Registration of Neuroimaging Data: Analysis of the Convenience of Performing Non-Affine Transformations F Bayo, D Castillo-Barnes, D Salas-Gonzalez, C Jiménez-Mesa, .... 2020
Granger Causality-based Information Fusion Applied to Electrical Measurements from Power Transformers J Rodrguez-Rivero, J Ramirez, FJ Martínez-Murcia, F Segovia, A Ortiz, .... 2019
Statistical Agnostic Mapping: A Framework In Neuroimaging Based On Concentration Inequalities JM Gorriz, S Group. 2019
Compact modeling of the effects of illumination on the contact region of organic phototransistors A Romero, C Jiménez, J González, P López-Varo, MJ Deen, .... 2019

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