Listar Laboratorio de Enxeñaría do Software (ISLA) por autor "Benito-León, Julián"
Mostrando ítems 1-4 de 4
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A data mining approach for classification of orthostatic and essential tremor based on MRI‐derived brain volume and cortical thickness
Benito-León, Julián; Louis, Elan D.; Mato-Abad, Virginia; Sánchez‐Ferro, Alvaro; Romero, Juan Pablo; Matarazzo, Michele; Serrano, J. Ignacio (John Wiley & Sons Ltd., 2019-11-26)[Abstract] Objective - Orthostatic tremor (OT) is an extremely rare, misdiagnosed, and underdiagnosed disorder affecting adults in midlife. There is debate as to whether it is a different condition or a variant of essential ... -
Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques
Mato-Abad, Virginia; Labiano-Fontcuberta, Andrés; Rodríguez-Yáñez, Santiago; García-Vázquez, Rafael; Munteanu, Cristian-Robert; Andrade-Garda, Javier; Domingo-Santos, Ángela; Galán Sánchez-Seco, Victoria; Aladro, Yolanda; Martínez-Ginés, Mª Luisa; Ayuso, Lucía; Benito-León, Julián (2019)[Abstract]: Introduction: The unanticipated magnetic resonance imaging (MRI) detection in the brain of asymptomatic subjects of white matter lesions suggestive of multiple sclerosis (MS) has been named as radiologically ... -
Diffusion tensor imaging in orthostatic tremor: a tract‐based spatial statistics study
Benito-León, Julián; Romero, Juan Pablo; Louis, Elan D.; Sánchez‐Ferro, Alvaro; Matarazzo, Michele; Molina‐Arjona, José A.; Mato-Abad, Virginia (John Wiley & Sons Ltd., 2019-10-06)[Abstract] Objective The pathogenesis of orthostatic tremor (OT) is unknown. We investigated OT‐related white matter changes and their correlations with scores from a neuropsychological testing battery. Methods Diffusion ... -
White matter microstructural changes are related to cognitive dysfunction in essential tremor
Benito-León, Julián; Mato-Abad, Virginia; Louis, Elan D.; Hernández-Tamames, Juan Antonio; Álvarez-Linera, Juan; Bermejo-Pareja, Félix; Domingo-Santos, Ángela; Collado, Luis; Romero, Juan Pablo (Nature Research, 2017-06-07)[Abstract]: Diffusion tensor imaging (DTI) studies have detected white matter microstructural changes in essential tremor (ET). However, it is still unclear whether these changes are related to cognitive deficits, which ...