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2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
2022 IEEE ANDESCON: Technology and Innovation for Andean Industry, ANDESCON 2022(1)
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Frontiers in Aging Neuroscience(1)
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Classification of subjects with parkinson's disease using finger tapping dataset
Conference ObjectAbstract: Parkinson's disease is the second most common neurodegenerative disorder and affects more than 7 milPalabras claves:classification, Finger Tapping, Machine learning, Parkinson's DiseaseAutores:Diego Hernán Peluffo-Ordóñez, Enrique Pelaez, Francis R. Loayza, Leandro L. Lorente-Leyva, Sanchez-Pozo N.N., Victor Asanza ArmijosFuentes:scopusAutomatic brain white matter hypertinsities segmentation using deep learning techniques
Conference ObjectAbstract: White Matter Hyperintensities (WMH) are lesions observed in the brain as bright regions in Fluid AttPalabras claves:Convolutional neural network, U-net, WMH SegmentationAutores:Enrique Pelaez, Fabricio Layedra, Francis R. Loayza, José ViteriFuentes:googlescopusBrain Activity and Functional Connectivity Patterns Associated With Fast and Slow Motor Sequence Learning in Late Middle Adulthood
ArticleAbstract: The human brain undergoes structural and functional changes across the lifespan. The study of motorPalabras claves:aging, Connectivity, fast learning, FMRI, motor sequence learning, slow learningAutores:Aznárez-Sanado M., Eudave L., Fernández-Seara M.A., Francis R. Loayza, Luis E.O., Martínez M., Pastor M.A., Villagra F.Fuentes:scopusAnatomical Patterns Recognition of Impulse Control Disorders of Parkinsonian Patients Using Deep Learning of MRI structural images
Conference ObjectAbstract: In Parkinson's disease (PD) several neuropsychiatric conditions are highly frequent including impulsPalabras claves:deep learning, Impulsive Compulsive Disorders, MRI, PÁRKINSONAutores:Alexander Saravia, Enrique Pelaez, Francis R. Loayza, Jocellyn Luna, Obeso I., Victor Asanza ArmijosFuentes:googlescopusA Pipeline for Segmenting and Classifying Brain Lesions Caused by Stroke: A Machine Learning Approach
Conference ObjectAbstract: Brain injuries caused by strokes are one of the leading causes of disability in the world. Current pPalabras claves:Artificial Intelligence, Brain injuries, Machine learning, strokeAutores:Alex Macas, Enrique Pelaez, Francis R. Loayza, Franco-Maldonado H., Roberto MenaFuentes:scopusCortical hypoperfusion in Parkinson's disease assessed using arterial spin labeled perfusion MRI
ArticleAbstract: Alterations in cerebral perfusion and metabolism in Parkinson's disease have been assessed in severaPalabras claves:Arterial spin labeling, Global mean normalization, Parkinson's Disease, perfusionAutores:Aznárez-Sanado M., Fernández-Seara M.A., Francis R. Loayza, Irigoyen J., Mengual E., Pastor M.A., Vidorreta M., Villagra F.Fuentes:scopusFunctional and anatomical basis for brain plasticity in facial palsy rehabilitation using the masseteric nerve
ArticleAbstract: Several techniques have been described for smile restoration after facial nerve paralysis. When a nePalabras claves:BOLD, Cortical representation, Facial, Facial palsy, functional magnetic resonance imaging, MasseterAutores:Buendia J., Celorrio M., Francis R. Loayza, Hontanilla B., Luis E.O., Pastor M.A.Fuentes:scopusMRI-compatible device for examining brain activation related to stepping
ArticleAbstract: Repetitive and alternating lower limb movements are a specific component of human gait. Due to technPalabras claves:Blood oxygen level dependent (BOLD) analysis, BRAIN, Dimensionality reduction, functional magnetic resonance imaging (fMRI), lower limbs movements, magnetic resonance imaging (MRI) compatible device, neural networkAutores:Arrondo G., Diaz J., Echeverria M., Fernández-Seara M.A., Francis R. Loayza, Luis E.O., Martínez M., Pastor M.A., Vidorreta M., Villagra F.Fuentes:scopusPattern recognition of white matter lesions associated with diabetes mellitus type 2
Conference ObjectAbstract: The White Matter Hyperintensities (WMHs) are usually associated with diabetes which is relevant in mPalabras claves:classification, DIABÉTES, Machine learning, segmentation, WMH brain lesionsAutores:Alvarado R., Enrique Pelaez, Francis R. Loayza, Jocellyn Luna, Pastor M.A.Fuentes:scopusSuccessful working memory processes and cerebellum in an elderly sample: A neuropsychological and fMRI study
ArticleAbstract: Background: Imaging studies help to understand the evolution of key cognitive processes related to aPalabras claves:Autores:Arrondo G., Fernández-Seara M.A., Francis R. Loayza, Luis E.O., Martínez M., Pastor M.A., Vidorreta M.Fuentes:scopus