Следене
Carmen Jiménez-Mesa
Carmen Jiménez-Mesa
Postdoctoral researcher at University of Granada
Потвърден имейл адрес: ugr.es
Заглавие
Позовавания
Позовавания
Година
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
3352020
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
642023
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
332020
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
29*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
292020
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
192021
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
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
142020
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
132023
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
72019
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
62022
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
42023
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
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
32023
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
A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test
C Jimenez-Mesa, JE Arco, M Valenti-Soler, B Frades-Payo, ...
International Work-Conference on the Interplay Between Natural and …, 2024
2024
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson’s Disease
C Vázquez-García, FJ Martínez-Murcia, JE Arco, IA Illán, C Jiménez-Mesa, ...
International Work-Conference on the Interplay Between Natural and …, 2024
2024
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
2024
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