Mercedes Cabrerizo
Orcid: 0000-0002-0302-7300
According to our database1,
Mercedes Cabrerizo
authored at least 48 papers
between 2004 and 2023.
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Bibliography
2023
Prediction of Cognitive Test Scores from Variable Length Multimodal Data in Alzheimer's Disease.
Cogn. Comput., November, 2023
Artif. Intell. Medicine, November, 2023
An Integrated Approach for Focal Cortical Dysplasia Lesion Validation on Preoperative Assessments.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
2022
Dynamics of Electrical Activity in Epileptic Brain and Induced Changes Due to Interictal Epileptiform Discharges.
IEEE Access, 2022
2021
Near real-time single-beat myocardial infarction detection from single-lead electrocardiogram using Long Short-Term Memory Neural Network.
Biomed. Signal Process. Control., 2021
Real-time frequency-independent single-Lead and single-beat myocardial infarction detection.
Artif. Intell. Medicine, 2021
IEEE Access, 2021
2020
Dynamics and Distant Effects of Frontal/Temporal Epileptogenic Focus Using Functional Connectivity Maps.
IEEE Trans. Biomed. Eng., 2020
A distributed multitask multimodal approach for the prediction of Alzheimer's disease in a longitudinal study.
NeuroImage, 2020
Deep convolutional neural network for mixed random impulse and Gaussian noise reduction in digital images.
IET Image Process., 2020
2019
Signal Process., 2019
Longitudinal Prediction Modeling of Alzheimer Disease using Recurrent Neural Networks.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
A Robust Edge Detection Approach in the Presence of High Impulse Noise Intensity Through Switching Adaptive Median and Fixed Weighted Mean Filtering.
IEEE Trans. Image Process., 2018
Gaussian Discriminant Analysis for Optimal Delineation of Mild Cognitive Impairment in Alzheimer's Disease.
Int. J. Neural Syst., 2018
IET Image Process., 2018
A Deep Neural Network Approach for Early Diagnosis of Mild Cognitive Impairment Using Multiple Features.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
2017
A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy.
Int. J. Neural Syst., 2017
EEG processing: a many-core approach utilising the Intel single-chip cloud computer platform.
Int. J. Embed. Syst., 2017
Pattern analysis of the interaction of regional amyloid load, cortical thickness and APOE genotype in the progression of Alzheimer's disease.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
A Gaussian discriminant analysis-based generative learning algorithm for the early diagnosis of mild cognitive impairment in Alzheimer's disease.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Computerized neuropsychological assessment in mild cognitive impairment based on natural language processing-oriented feature extraction.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
A Neuroimaging Feature Extraction Model for Imaging Genetics with Application to Alzheimer's Disease.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
Classification of Interictal Epileptiform Discharges using Partial Directed Coherence.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
A Novel Gaussian Discriminant Analysis-based Computer Aided Diagnosis System for Screening Different Stages of Alzheimer's Disease.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Application of cross-correlated delay shift rule in spiking neural networks for interictal spike detection.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Neuroinformatics, 2015
Comput. Biol. Medicine, 2015
A practical guideline for intracranial volume estimation in patients with Alzheimer's disease.
BMC Bioinform., 2015
A probabilistic approach for pediatric epilepsy diagnosis using brain functional connectivity networks.
BMC Bioinform., 2015
Pediatric epilepsy: Clustering by functional connectivity using phase synchronization.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
2014
An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive Impairment.
IEEE Trans. Biomed. Eng., 2014
Multivariate Analysis of structural MRI and PET (FDG and 18F-AV-45) for Alzheimer's disease and its prodromal stages.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Comparative reliability analysis of publicly available software packages for automatic intracranial volume estimation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Altered small-world anatomical networks in Apolipoprotein-E4 (ApoE4) carriers using MRI.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2012
A 3-D Liver Segmentation Method with Parallel Computing for Selective Internal Radiation Therapy.
IEEE Trans. Inf. Technol. Biomed., 2012
A New Parametric Feature Descriptor for the Classification of Epileptic and Control EEG Records in Pediatric Population.
Int. J. Neural Syst., 2012
2010
Comput. Appl. Eng. Educ., 2010
2009
Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum.
Comput. Biol. Medicine, 2009
Comput. Biol. Medicine, 2009
2008
An Eye Gaze Tracking System Using Customized User Profiles to Help Persons with Motor Challenges Access Computers.
Proceedings of the Computers Helping People with Special Needs, 2008
2004
Remote Eye Gaze Tracking System as a Computer Interface for Persons with Severe Motor Disability.
Proceedings of the Computers Helping People with Special Needs, 2004