Παρακολούθηση
Carmen Jiménez-Mesa
Carmen Jiménez-Mesa
Postdoctoral researcher at University of Granada
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα ugr.es
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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
4022020
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
1182023
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
362020
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
35*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
332020
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
222021
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
172020
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
162023
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
152022
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
132023
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
102022
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
92023
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
92019
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
52022
Bridging Imaging and Clinical Scores in Parkinson's Progression Via Multimodal Self-Supervised Deep Learning.
FJ Martinez-Murcia, JE Arco, C Jimenez-Mesa, F Segovia, IA Illan, ...
International Journal of Neural Systems, 2450043-2450043, 2024
32024
Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis
C Jimenez‐Mesa, J Ramirez, Z Yi, C Yan, R Chan, GK Murray, JM Gorriz, ...
Human Brain Mapping 45 (5), e26555, 2024
32024
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
32022
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
32022
Statistical Agnostic Regression: a machine learning method to validate regression models
JM Gorriz, J Ramirez, F Segovia, FJ Martínez-Murcia, C Jiménez-Mesa, ...
arXiv preprint arXiv:2402.15213, 2024
12024
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
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