Suivre
Carmen Jiménez-Mesa
Carmen Jiménez-Mesa
Postdoctoral researcher at University of Granada
Adresse e-mail validée de ugr.es
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Année
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, ...
Information Fusion 64, 149-187, 2020
3092020
Statistical agnostic mapping: A framework in neuroimaging based on concentration inequalities
JM Gorriz, C Jimenez-Mesa, R Romero-Garcia, F Segovia, J Ramirez, ...
Information Fusion, 2020
302020
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, ...
Information Fusion, 2022
25*2022
Optimized One vs One approach in multiclass classification for early Alzheimer’s disease and mild cognitive impairment diagnosis
C Jimenez-Mesa, IA Illán, A Martin-Martin, D Castillo-Barnes, ...
IEEE Access 8, 96981-96993, 2020
242020
A connection between pattern classification by machine learning and statistical inference with the General Linear Model
JM Górriz, C Jiménez-Mesa, F Segovia, J Ramirez, S Group, J Suckling
IEEE Journal of Biomedical and Health Informatics 26 (11), 5332-5343, 2021
182021
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images
D Castillo-Barnes, C Jimenez-Mesa, FJ Martinez-Murcia, ...
International Journal of Neural Systems 32 (05), 2250019, 2022
142022
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
JM Górriz, I Álvarez-Illán, A Álvarez-Marquina, JE Arco, M Atzmueller, ...
Information Fusion 100, 101945, 2023
132023
Granger causality-based information fusion applied to electrical measurements from power transformers
J Rodriguez-Rivero, J Ramirez, FJ Martínez-Murcia, F Segovia, A Ortiz, ...
Information Fusion 57, 59-70, 2020
132020
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern
C Jimenez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, ...
International Journal of Neural Systems 33 (04), 2350015, 2023
102023
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, ...
Organic Electronics 70, 113-121, 2019
62019
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test
C Jimenez-Mesa, JE Arco, M Valentí-Soler, B Frades-Payo, ...
Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022
42022
Analyzing Statistical Inference Maps Using MRI Images for Parkinson’s Disease
C Jimenez-Mesa, D Castillo-Barnes, JE Arco, F Segovia, J Ramirez, ...
Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022
42022
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data
D Castillo-Barnes, FJ Martinez-Murcia, C Jimenez-Mesa, JE Arco, ...
International journal of neural systems 33 (8), 2350041, 2023
22023
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, ...
Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022
22022
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, ...
Artificial Intelligence in Neuroscience: Affective Analysis and Health …, 2022
22022
Standardization of Agnostic Learning Techniques in Neuroimaging: a Case Study in EEG
C Jimenez-Mesa, JM Peñalver, D Lopez-Garcia, J Ramirez, ...
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022
12022
Statistical Agnostic Regression: a machine learning method to validate regression models
JM Gorriz, J Ramirez, F Segovia, FJ Martinez-Murcia, C Jiménez-Mesa, ...
arXiv preprint arXiv:2402.15213, 2024
2024
MACHINE LEARNING IN SMALL SAMPLE NEUROIMAGING STUDIES: NOVEL MEASURES FOR SCHIZOPHRENIA ANALYSIS
J Suckling, G Murray, J Ramírez, C Jiménez-Mesa, JM Gorriz
Wiley, 2023
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, ...
Pharmacological Research 197, 106984, 2023
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, ...
arXiv preprint arXiv:2305.07038, 2023
2023
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