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2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(2)
2022 IEEE ANDESCON: Technology and Innovation for Andean Industry, ANDESCON 2022(2)
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2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016(1)
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Fisiología humana(10)
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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:scopusClustering of EEG occipital signals using k-means
Conference ObjectAbstract: Recent studies show that it is feasible to use electrical signals from Electro-encephalography (EEG)Palabras claves:Butterworth Filter, Clusterization, Direct Current Artifacts, Electro-encephalography, Fast fourier transform, Occipital Lobe, Signal PreprocessingAutores:Carlos A. Salazar, Carmen Vaca-Ruiz, Christian Sacarelo, Enrique Pelaez, Francis R. Loayza, Kerly Ochoa, Victor Asanza ArmijosFuentes:googlescopusAutomatic Brain White Matter Hyperintensities Segmentation with Swin U-Net
Conference ObjectAbstract: This work proposes an automatic segmentation approach to detect White Matter Hyperintensities (WMH)Palabras claves:deep learning, segmentation, Swin-Transformer, WMHAutores:Bryan V. Piguave, Enrique Pelaez, Francis R. Loayza, José ViteriFuentes:googlescopusAnatomical 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 3D-Printed EEG based prosthetic arm
Conference ObjectAbstract: Nowadays, with the use of 3D printers, the upper limb prosthesis is more available, mainly the myoelPalabras claves:3D-printed, Brain-Computer Interface, Electroencephalographic, Neurosky, Prosthetic ArmAutores:Francis R. Loayza, Fuentes-Gonzalez J., Infante-Alarcon A., 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:scopusA voice analysis approach for recognizing Parkinson's disease patterns
Conference ObjectAbstract: Many of the patients diagnosed with Parkinson's disease (PD) do not know they have it until the mostPalabras claves:Machine learning, PÁRKINSON, Voice AnalysisAutores:Enrique Pelaez, Francis R. Loayza, Paucar G. Bryan, Yu Chen TaiFuentes:scopusContinuous performance of a novel motor sequence leads to highly correlated striatal and hippocampal perfusion increases
ArticleAbstract: The time course of changes in regional cerebral perfusion during a continuous motor learning task pePalabras claves:3D GRASE, Arterial spin labeling, hippocampus, motor sequence learning, Procedural memory, PutamenAutores:Aznárez-Sanado M., Fernández-Seara M.A., Francis R. Loayza, Mengual E., Pastor M.A.Fuentes: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:scopus