Browsing by Author "Bergareche, Alberto"

Now showing items 1-6 of 6

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      A Set of Reliable Samples for the Study of Biomarkers for the Early Diagnosis of Parkinson's Disease 

      Konjevod, Marcela; Saiz, Jorge; Barbas, Coral; Bergareche, Alberto; Ardanaz, Eva; Huerta, Jose María; Vinagre Aragón, Ana; Erro, María Elena; Chirlaque, María Dolores; Abilleira Cillero, Eunate; Ibarluzea Maurolagoitia, Jesús María; Amiano, Pilar (Frontiers Media, 2022-05)
      BackgroundParkinson's disease (PD) is a progressive neurodegenerative disorder, diagnosed according to the clinical criteria that occur in already advanced stages of PD. The definition of biomarkers for the early diagnosis ...
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      Analysis of Fine Motor Skills in Essential Tremor: Combining Neuroimaging and Handwriting Biomarkers for Early Management 

      López de Ipiña Peña, Miren Karmele; Solé Casals, Jordi; Sánchez Méndez, José Ignacio; Romero Garcia, Rafael; Fernández Gómez de Segura, Elsa; Requejo Rodríguez, Catalina ORCID; Poologaindran, Anujan; Faúndez Zanuy, Marcos; Martí Massó, José Félix ORCID; Bergareche, Alberto; Suckling, John (Frontiers Media, 2021-06-08)
      [EN] Essential tremor (ET) is a highly prevalent neurological disorder characterized by actioninduced tremors involving the hand, voice, head, and/or face. Importantly, hand tremor is present in nearly all forms of ET, ...
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      Automatic Analysis of Archimedes’ Spiral for Characterization of Genetic Essential Tremor Based on Shannon’s Entropy and Fractal Dimension 

      López de Ipiña Peña, Miren Karmele; Solé Casals, Jordi; Faúndez-Zanuy, Marcos; Calvo, Pilar M.; Sesa, Enric; Roure, Josep; Martínez de Lizarduy Sturtze, Unai; Beitia Bengoa, Blanca; Fernández Gómez de Segura, Elsa; Iradi Arteaga, Jon; García Melero, Joseba; Bergareche, Alberto (MDPI, 2018-07)
      Among neural disorders related to movement, essential tremor has the highest prevalence; in fact, it is twenty times more common than Parkinson's disease. The drawing of the Archimedes' spiral is the gold standard test to ...
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      Discrete Cosine Transform for the Analysis of Essential Tremor 

      Solé Casals, Jordi; Anchustegui Echearte, Iker; Martí Puig, Pere; Calvo Salomón, Pilar María; Bergareche, Alberto; Sánchez Méndez, José Ignacio; López de Ipiña Peña, Miren Karmele (Frontiers Media, 2019-01-17)
      Essential tremor (ET) is the most common movement disorder. In fact, its prevalence is about 20 times higher than that of Parkinson's disease. In addition, studies have shown that a high percentage of cases, between 50 and ...
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      EMD-based data augmentation method applied to handwriting data for the diagnosis of Essential Tremor using LSTM networks 

      Adrán Otero, José Fernando; López de Ipiña Peña, Miren Karmele; Solans Caballer, Óscar; Martí Puig, Pere; Sánchez Méndez, José Ignacio; Iradi Arteaga, Jon; Bergareche, Alberto; Solé Casals, Jordi (Nature, 2022)
      The increasing capacity of today's technology represents great advances in diagnosing diseases using standard procedures supported by computer science. Deep learning techniques are able to extract the characteristics of ...
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      Selection of Entropy Based Features for Automatic Analysis of Essential Tremor 

      López de Ipiña Peña, Miren Karmele; Sole-Casals, Jordi; Faúndez Zanuy, Marcos; Calvo Salomón, Pilar María; Sesa, Enric; Martinez de Lizarduy Sturtze, Unai; De la Riva, Patricia; Martí Massó, José Félix ORCID; Beitia Bengoa, Blanca; Bergareche, Alberto (MDPI, 2016-05)
      Biomedical systems produce biosignals that arise from interaction mechanisms. In a general form, those mechanisms occur across multiple scales, both spatial and temporal, and contain linear and non-linear information. In ...