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Jiménez-Mesa, Carmen
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1

A Comparative Study of Deep Learning Approaches for Cogniti..:

, In: Artificial Intelligence for Neuroscience and Emotional Systems; Lecture Notes in Computer Science,
Jimenez-Mesa, Carmen ; Arco, Juan E. ; Valenti-Soler, Meritxell... - p. 191-200 , 2024
Link: https://doi.org/10.1007/..
 
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2

A Cross-Modality Latent Representation for the Prediction o..:

, In: Artificial Intelligence for Neuroscience and Emotional Systems; Lecture Notes in Computer Science,
Vázquez-García, Cristóbal ; Martinez-Murcia, F. J. ; Arco, Juan E.... - p. 78-87 , 2024
Link: https://doi.org/10.1007/..
 
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3

A non-parametric statistical inference framework for Deep L..:

Jimenez-Mesa, Carmen ; Ramirez, Javier ; Suckling, John...
Information Fusion.  91 (2023)  - p. 598-611 , 2023
Link: https://doi.org/10.1016/..
 
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4

Applications of machine learning and deep learning in SPECT..:

Jimenez-Mesa, Carmen ; Arco, Juan E. ; Martinez-Murcia, Francisco Jesus...
Pharmacological Research.  197 (2023)  - p. 106984 , 2023
Link: https://doi.org/10.1016/..
 
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5

Advances in multimodal data fusion in neuroimaging: Overvie..:

Zhang, Yu-Dong ; Dong, Zhengchao ; Wang, Shui-Hua...
Information Fusion.  64 (2020)  - p. 149-187 , 2020
Link: https://doi.org/10.1016/..
 
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6

Optimized One vs One Approach in Multiclass Classification ..:

Jimenez-Mesa, Carmen ; Illan, Ignacio Alvarez ; Martin-Martin, Alberto...
IEEE Access.  8 (2020)  - p. 96981-96993 , 2020
Link: https://doi.org/10.1109/..
 
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7

Machine learning in small sample neuroimaging studies: Nove..:

Jimenez-Mesa, Carmen ; Ramirez, Javier ; Yi, Zhenghui...
https://www.repository.cam.ac.uk/handle/1810/361525.  , 2024
Link: https://www.repository.c..
 
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8

Using XAI in the Clock Drawing Test to reveal the cognitive..:

Jiménez-Mesa, Carmen ; Arco, Juan E ; Valentí-Soler, Meritxell...
Jiménez Mesa, Carmen & Arco, Juan & Valentí-Soler, Meritxell & Frades-Payo, Belen & Zea-Sevilla, M. & Ortiz, Andrés & Avila, Marina & Castillo-Barnes, Diego & Ramírez, Javier & del Ser, Teodoro & Carnero-Pardo, Cristóbal & Gorriz, Juan. (2023). Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. International Journal of Neural Systems. 33. 10.1142/S0129065723500156..  , 2023
Link: https://hdl.handle.net/1..
 
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9

Deep Learning in current Neuroimaging: a multivariate appro..:

Jiménez-Mesa, Carmen ; Ramírez, Javier ; Suckling, John...
http://arxiv.org/abs/2103.16685.  , 2021
Link: http://arxiv.org/abs/210..
 
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10

Statistical Agnostic Mapping: A framework in neuroimaging b..:

Górriz-Sáez, Juan Manuel ; Jiménez-Mesa, Carmen ; Romero-García, Raúl...
Gorriz, Juan & Group, SiPBA & neuroscience, CAM. (2019). Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities. https://doi.org/10.1016/j.inffus.2020.09.008.  , 2020
Link: https://hdl.handle.net/1..
 
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11

Granger Causality-based Information Fusion Applied to Elect..:

Rodríguez-Rivero, Jacob ; Ramírez, Javier ; Martínez-Murcia, Francisco Jesús...
Rodriguez-Rivero, J. & Ramírez, Javier & Martínez-Murcia, F.J. & Segovia, F. & Ortiz, Andrés & Salas, D. & Castillo, D. & Illan, Ignacio & Puntonet, Carlos & Jiménez Mesa, Carmen & Leiva, F.J. & Carillo, S. & Suckling, John & Gorriz, Juan. (2019). Granger Causality-based Information Fusion Applied to Electrical Measurements from Power Transformers. Information Fusion. 57. 10.1016/j.inffus.2019.12.005..  , 2019
Link: https://hdl.handle.net/1..
 
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12

Test-retest reliability of the isometric contraction test (..:

IGLESIAS-PEÓN, Marcos ; MESA-JIMÉNEZ, Juan ; FERNÁNDEZ-DE-LAS-PEÑAS, César...
Journal of Applied Oral Science.  31 (2023)  - p. , 2023
Link: https://doi.org/10.1590/..
 
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13

Optimized One vs One Approach in Multiclass Classification ..:

Carmen Jimenez-Mesa ; Ignacio Alvarez Illan ; Alberto Martin-Martin...
https://ieeexplore.ieee.org/document/9099858/.  , 2020
Link: https://doi.org/10.1109/..
 
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14

Telehealth in Informal Caregivers of Stroke Survivors: A Sy..:

Zuil-Escobar, Juan Carlos ; Martín-Urrialde, Jose Antonio ; Mesa-Jiménez, Juan Andrés..
Journal of Clinical Medicine.  13 (2024)  6 - p. 1810 , 2024
Link: https://doi.org/10.3390/..
 
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15

Machine learning in small sample neuroimaging studies: Nove..:

Jiménez Mesa, Carmen ; Ramírez Pérez De Inestrosa, Javier ; Yi, Zhenghui...
Jimenez-Mesa, C., Ramirez, J., Yi, Z., Yan, C., Chan, R., Murray, G. K., Gorriz, J. M., & Suckling, J. (2024). Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis. Human Brain Mapping, 45(5), e26555. https://doi.org/10.1002/hbm.26555.  , 2024
Link: https://hdl.handle.net/1..
 
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