JUAN MANUEL
GÓRRIZ SÁEZ
CATEDRÁTICO DE UNIVERSIDAD
FRANCISCO JESÚS
MARTÍNEZ MURCIA
PROGRAMA RAMON Y CAJAL
Publicaciones en las que colabora con FRANCISCO JESÚS MARTÍNEZ MURCIA (92)
2023
-
Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects
Pharmacological Research, Vol. 197
-
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
Information Fusion, Vol. 100
-
Connected system for monitoring electrical power transformers using thermal imaging
Integrated Computer-Aided Engineering, Vol. 30, Núm. 4, pp. 353-368
-
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data
International Journal of Neural Systems, Vol. 33, Núm. 8
-
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification
IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 7, Núm. 5, pp. 1431-1441
2022
-
Frequency and Longitudinal Course of Motor Signs in Genetic Frontotemporal Dementia
Neurology, Vol. 99, Núm. 10, pp. E1032-E1044
-
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images
Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 104-113
-
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
-
Multilevel Modelling of Parkinson's Disease Symptom Progression in 123I FP-CIT SPECT
2022 IEEE NSS/MIC RTSD - IEEE Nuclear Science Symposium, Medical Imaging Conference and Room Temperature Semiconductor Detector Conference
-
Quantifying Differences between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images
International Journal of Neural Systems, Vol. 32, Núm. 5
-
Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
-
Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
-
Uncertainty-driven ensembles of multi-scale deep architectures for image classification
Information Fusion, Vol. 89, pp. 53-65
2021
-
Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy
Neurocomputing, Vol. 452, pp. 424-434
-
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities
Information Fusion, Vol. 66, pp. 198-212
2020
-
Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation
Information Fusion, Vol. 64, pp. 149-187
-
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Neurocomputing, Vol. 410, pp. 237-270
-
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning
Information Fusion, Vol. 58, pp. 153-167
-
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia
International Journal of Neural Systems, Vol. 30, Núm. 7
-
Estimating the Severity of Alzheimer's Disease using Convolutional Neural Networks and Magnetic Resonance Imaging Data
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020