Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases

Autor: Francisco J. Martinez-Murcia, Juan M. Górriz, Javier Ramírez, Ignacio A. Illán, Fermín Segovia, Diego Castillo-Barnes, Diego Salas-Gonzalez

Publikováno v: Frontiers in Neuroinformatics, Vol 11 (2017)

The rise of neuroimaging in research and clinical practice, together with the development of new machine learning techniques has strongly encouraged the Computer Aided Diagnosis (CAD) of different diseases and disorders. However, these algorithms are

Externí odkaz: https://doaj.org/article/5f97034d5e6d42cb9c53fefd52b30ac8

Granger causality-based information fusion applied to electrical measurements from power transformers

Autor: Ignacio A. Illán, Carmen Jimenez-Mesa, J. Rodríguez-Rivero, D. Salas, Carlos G. Puntonet, S Carillo, Francisco Jesús Martínez-Murcia, John Suckling, FJ Leiva, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Fermín Segovia, Diego Castillo-Barnes

Publikováno v: Information Fusion. 57:59-70

In the immediate future, with the increasing presence of electrical vehicles and the large increase in the use of renewable energies, it will be crucial that distribution power networks are managed, supervised and exploited in a similar way as the tr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1c51d2c6ad316517e0c472772f905562
https://doi.org/10.1016/j.inffus.2019.12.005

Optimized One vs One approach in multiclass classification for early Alzheimer’s Disease and Mild Cognitive Impairment diagnosis

Autor: Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Alberto Martín-Martín, Diego Castillo-Barnes, Javier Ramírez, Carmen Jimenez-Mesa, Juan Manuel Górriz

Publikováno v: Digibug: Repositorio Institucional de la Universidad de Granada
Universidad de Granada (UGR)
Digibug. Repositorio Institucional de la Universidad de Granada
instname

The detection of Alzheimer’s Disease in its early stages is crucial for patient care and drugs development. Motivated by this fact, the neuroimaging community has extensively applied machine learning techniques to the early diagnosis problem with p

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2fcfcca42aad9c92c441b319e8a12d99
http://hdl.handle.net/10481/63052

Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities

Autor: Javier Ramírez, Fermín Segovia, Manuel Gómez-Río, Juan Manuel Górriz, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa, Carlos G. Puntonet, David López-García, Rafael Romero-Garcia, Diego Castillo-Barnes, Diego Salas-Gonzalez, Ignacio A. Illán, Andrés Ortiz, John Suckling

Publikováno v: Digibug. Repositorio Institucional de la Universidad de Granada
instname
Digibug: Repositorio Institucional de la Universidad de Granada
Universidad de Granada (UGR)

In the 1970s a novel branch of statistics emerged focusing its effort on the selection of a function for the pattern recognition problem that would fulfill a relationship between the quality of the approximation and its complexity. This theory is mai

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2aa4764e60f7d64d9b7b883d8ff1295a

Comparison Between Affine and Non-affine Transformations Applied to I$$^{[123]}$$-FP-CIT SPECT Images Used for Parkinson’s Disease Diagnosis

Autor: Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia

Publikováno v: Understanding the Brain Function and Emotions ISBN: 9783030195908
IWINAC (1)

In recent years, the use of I\(^{[123]}\)-FP-CIT or I\(^{[123]}\)-Ioflupane SPECT images has emerged as an effective support tool for Parkinson’s Disease diagnosis. Many works in this field have consisted on comparing different images obtained from

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1865b83a687614286cb9907b76c4ba33
https://doi.org/10.1007/978-3-030-19591-5_39