Statistical Agnostic Regression: a machine learning method to validate regression models |
JM Gorriz, J Ramirez, F Segovia, FJ Martinez-Murcia, C Jiménez-Mesa, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
2024 |
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson’s Disease |
C Vázquez-García, FJ Martinez-Murcia, JE Arco, IA Illán, C Jiménez-Mesa, .... |
2024 |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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, .... |
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 |