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dc.contributor.authorLópez-de-Ipiña, Karmele
dc.contributor.authorSolé-Casals, Jordi
dc.contributor.authorFaundez-Zanuy, Marcos
dc.contributor.authorCalvo, Pilar M.
dc.contributor.authorSesa-Nogueras, Enric
dc.contributor.authorRoure Alcobé, Josep
dc.contributor.authorMartinez de lizarduy, Unai
dc.contributor.authorBeitia, Blanca
dc.contributor.authorFernandez, Elsa
dc.contributor.authorIradi, Jon
dc.contributor.authorGarcia-Melero, Joseba
dc.contributor.authorBergareche, Alberto
dc.date.accessioned2023-12-01T15:55:09Z
dc.date.available2023-12-01T15:55:09Z
dc.date.issued2018-07-16
dc.identifier.citationLópez-de-Ipiña K, Solé-Casals J, Faundez-Zanuy M, Calvo PM, Sesa-Nogueras E, Roure Alcobé J, Martinez de Lizarduy U, Beitia B, Fernandez E, Iradi J, Garcia-Melero J, Bergareche A. Automatic analysis of Archimedes’ spiral for characterization of genetic essential tremor based on Shannon’s entropy and fractal dimension. Entropy. 2018;20(7):531. DOI: 10.3390/e20070531ca
dc.identifier.issn1099-4300ca
dc.identifier.urihttp://hdl.handle.net/20.500.12367/2525
dc.description.abstractAmong 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 distinguish between both pathologies. The aim of this paper is to select non-linear biomarkers based on the analysis of digital drawings. It belongs to a larger cross study for early diagnosis of essential tremor that also includes genetic information. The proposed automatic analysis system consists in a hybrid solution: Machine Learning paradigms and automatic selection of features based on statistical tests using medical criteria. Moreover, the selected biomarkers comprise not only commonly used linear features (static and dynamic), but also other non-linear ones: Shannon entropy and Fractal Dimension. [...]ca
dc.format.extent15 p.ca
dc.language.isoengca
dc.publisherMDPIca
dc.relation.ispartofEntropy. 2018;20(7):531ca
dc.rights© 2018 by López-de-Ipiña K, et al. Licensee MDPI, Basel, Switzerland.ca
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subject.otherEssential tremorca
dc.subject.otherAutomatic analysis of drawingca
dc.subject.otherSpiral of Archimedesca
dc.subject.otherEntropyca
dc.subject.otherFractal dimensionca
dc.subject.otherAutomatic selection of featuresca
dc.titleAutomatic analysis of Archimedes’ spiral for characterization of genetic essential tremor based on Shannon’s entropy and fractal dimensionca
dc.typeinfo:eu-repo/semantics/articleca
dc.description.versioninfo:eu-repo/semantics/publishedVersionca
dc.rights.accessLevelinfo:eu-repo/semantics/openAccess
dc.embargo.termscapca
dc.identifier.doi10.3390/e20070531ca


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© 2018 by López-de-Ipiña K, et al. Licensee MDPI, Basel, Switzerland.
Excepte que s'indiqui una altra cosa, la llicència de l'ítem es descriu com http://creativecommons.org/licenses/by/4.0/
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