E-LIB Suche - Ergebnisse für: Jiménez Mesa, Carmen

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/..

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/..

3

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..

4

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/..

5

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/..

6

Computational approaches to Explainable Artificial Intellig..:

Gorriz Sáez, Juan Manuel ; Álvarez Illán, Ignacio ; Arco Martín, Juan Eloy...
info:eu-repo/grantAgreement/EC/Horizon Europe/22 00058. , 2023

Link: https://hdl.handle.net/1..

7

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

Jiménez Mesa, Carmen ; Arco Martín, Juan Eloy ; Martínez Murcia, Francisco Jesús...
Pharmacological Research 197 (2023) 106984 [10.1016/j.phrs.2023.106984]. , 2023

Link: https://hdl.handle.net/1..

8

Enhancing diagnostic accuracy in neuroimaging through machi..:

Jiménez Mesa, Carmen
Jiménez Mesa, Carmen. Enhancing diagnostic accuracy in neuroimaging through machine learning: advancements in statistical classification and mapping. Granada: Universidad de Granada, 2023. [https://hdl.handle.net/10481/85701]. , 2023

Link: https://hdl.handle.net/1..

9

Nonlinear Weighting Ensemble Learning Model to Diagnose Par..:

Castillo Barnes, Diego ; Martínez Murcia, Francisco Jesús ; Jiménez Mesa, Carmen...
D. Castillo-Barnes et al. Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. International Journal of Neural Systems, Vol. 33, No. 8 (2023) 2350041. [DOI:10.1142/S0129065723500417]. , 2023

Link: https://hdl.handle.net/1..

10

Using Explainable Artificial Intelligence in the Clock Draw..:

Jiménez Mesa, Carmen ; Arco Martín, Juan Eloy ; Valentí-Soler, Meritxell...
Jimenez-Mesa, C., Arco, J. E., Valentí-Soler, M., Frades-Payo, B., Zea-Sevilla, M. A., Ortiz, A., . & Górriz, J. M. (2023). Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. International Journal of Neural Systems, 33(04), 2350015. (https://doi.org/10.1142/S0129065723500156). , 2022

Link: https://hdl.handle.net/1..

11

A Connection Between Pattern Classification by Machine Lear..:

Gorriz Sáez, Juan Manuel ; Jiménez Mesa, Carmen ; Segovia Román, Fermín..
J. M. Górriz. [et al.]. "A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model," in IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 11, pp. 5332-5343, Nov. 2022, doi: [10.1109/JBHI.2021.3101662]. , 2021

Link: https://hdl.handle.net/1..

12

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/..

13

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/..

14

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

Gorriz Sáez, Juan Manuel ; Jiménez Mesa, Carmen ; Segovia, Fermín...
Gorriz, J. M., Jimenez-Mesa, C., Romero-Garcia, R., Segovia, F., Ramirez, J., Castillo-Barnes, D., . & Suckling, J. (2021). Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Information Fusion, 66, 198-212. [doi:10.1016/j.inffus.2020.09.008]. , 2020

Link: http://hdl.handle.net/10..

15

Optimized One vs One approach in multiclass classification ..:

Jiménez Mesa, Carmen ; Illan, Ignacio A ; Martín Martín, Alberto...
Jiménez-Mesa, C., Illan, I. A., Martín-Martín, A., Castillo-Barnes, D., Martinez-Murcia, F. J., Ramirez, J., & Gorriz, J. M. (2020). Optimized One vs One approach in multiclass classification for early Alzheimer's Disease and Mild Cognitive Impairment diagnosis. IEEE Access. [DOI:10.1109/ACCESS.2020.2997736]. , 2020

Link: http://hdl.handle.net/10..