Listar GI-ISLA-Artigos por autor "Mato-Abad, Virginia"

Mostrando ítems 1-9 de 9

    • 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 ...

    • ASAP (Automatic Software for ASL Processing): A toolbox for processing Arterial Spin Labeling images 

      Mato-Abad, Virginia; García-Polo, Pablo; O’Daly, Owen; Hernández-Tamames, Juan Antonio; Zelaya, Fernando (2016)
      [Abstract]: The method of Arterial Spin Labeling (ASL) has experienced a significant rise in its application to functional imaging, since it is the only technique capable of measuring blood perfusion in a truly non-invasive ...

    • 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 ...

    • Environmental Sustainability in Information Technologies Governance 

      Rivas-Asanza, Wilmer; Celleri-Pacheco, Jennifer; Andrade-Garda, Javier; García-Vázquez, Rafael; Rodríguez-Yáñez, Santiago; Mato-Abad, Virginia; Suárez-Garaboa, Sonia (M D P I AG, 2018-12-15)
      [Abstract] In the present day, many risk factors affect the continuity of a business. However, this situation produces a conducive atmosphere to approach alternatives that relieve this situation for organizations. Within ...

    • Random Forest-Based Prediction of Stroke Outcome 

      Fernández-Lozano, Carlos; Hervella, Pablo; Mato-Abad, Virginia; Rodríguez-Yáñez, Manuel; Suárez-Garaboa, Sonia; López Dequidt, Iria Alejandra; Estany-Gestal, Ana; Sobrino, Tomás; Campos, Francisco; Castillo, José; Rodríguez-Yáñez, Santiago; Iglesias Rey, Ramón (Nature Research, 2021)
      [Abstract] We research into the clinical, biochemical and neuroimaging factors associated with the outcome of stroke patients to generate a predictive model using machine learning techniques for prediction of mortality and ...

    • Senolytic Activity of Small Molecular Polyphenols from Olive Restores Chondrocyte Redifferentiation and Promotes a Pro-Regenerative Environment in Osteoarthritis 

      Varela-Eirín, Marta; Carpintero-Fernández, Paula; Sánchez Temprano, Agustín; Varela Vázquez, Adrián; Luis Paíno, Carlos; Casado-Díaz, Antonio; Calañas Continente, Alfonso; Mato-Abad, Virginia; Fonseca, Eduardo; Kandouz, Mustapha; Blanco, Alfonso; Caeiro, José Ramón; Mayan, Maria D. (Impact Journals LLC, 2020-08-03)
      [Abstract] Articular cartilage and synovial tissue from patients with osteoarthritis (OA) show an overactivity of connexin43 (Cx43) and accumulation of senescent cells associated with disrupted tissue regeneration and ...

    • Using Artificial Neural Networks for Identifying Patients with Mild Cognitive Impairment Associated with Depression Using Neuropsychological Test Features 

      Mato-Abad, Virginia; Jiménez, Isabel; García-Vázquez, Rafael; Aldrey, José M.; Rivero, Daniel; Cacabelos, Purificación; Andrade-Garda, Javier; Pías-Peleteiro, Juan M.; Rodríguez-Yáñez, Santiago (M D P I AG, 2018-09-12)
      [Abstract] Depression and cognitive impairment are intimately associated, especially in elderly people. However, the association between late-life depression (LLD) and mild cognitive impairment (MCI) is complex and currently ...

    • 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 ...