Automatic recording and processing of saccadic electrooculograms.

dc.centroE.T.S.I. Telecomunicaciónes_ES
dc.contributor.authorBecerra-García, Roberto Antonio
dc.contributor.authorJoya-Caparrós, Gonzalo
dc.contributor.authorGarcía-Bermúdez, Rodolfo
dc.contributor.authorGarcía-Lagos, Francisco
dc.date.accessioned2023-07-04T09:09:28Z
dc.date.available2023-07-04T09:09:28Z
dc.date.created2023-07
dc.date.issued2023
dc.departamentoTecnología Electrónica
dc.descriptionSe reporta el desarrollo de un dispositivo de diseño propio para la captación de registros electrooculográficos, la identificación de sácadas inducidas y su procesado para la obtención de biomarcadores de interés médico.es_ES
dc.description.abstractThis work presents the development of a technology that processes human eye movement records in a fully automatic way. Since it is part of a collaboration with the Center for Rehabilitation and Research of Hereditary Ataxias (CIRAH) of Cuba, we focus on records of subjects suffering Spinocerebellar Ataxia type 2 (SCA2). Our research has two complementary objectives: (i) design a fully automatic method to extract the relevant medical data from saccadic eye movement recordings; (ii) design and testing a low-cost device to record eye movements for clinical purposes. To accomplish the first goal, we have defined a processing pipeline which comprises the following blocks: filtering, differentiation, segmentation and biomarkers extraction.es_ES
dc.description.sponsorshipUniversidad de Málaga. Campus de Excelencia Internacional Andalucía Tech. Junta de Andalucía. Proyecto de Cooperación Universitaria 2020CU012es_ES
dc.identifier.urihttps://hdl.handle.net/10630/27159
dc.language.isoenges_ES
dc.relation.eventdate21-06-2023es_ES
dc.relation.eventplacePonta Delgada (Portugal)es_ES
dc.relation.eventtitleIWANN 2023 International Work-Conference on Artificial Neural Networkses_ES
dc.rights.accessRightsopen accesses_ES
dc.subjectMedicina - Aparatos e instrumentos - Diseñoes_ES
dc.subjectMedicina - Proceso de datoses_ES
dc.subjectMarcadores bioquímicoses_ES
dc.subjectOjos - Movimientos - Proceso de datoses_ES
dc.subject.otherElectrooculogram processinges_ES
dc.subject.otherSaccades identificationes_ES
dc.subject.otherSaccadic biomarkers extractiones_ES
dc.subject.otherMachine Learninges_ES
dc.titleAutomatic recording and processing of saccadic electrooculograms.es_ES
dc.typeconference outputes_ES
dspace.entity.typePublication
relation.isAuthorOfPublication39cdaa1a-9f58-44de-a638-781ee086cd05
relation.isAuthorOfPublication7c037c2a-75ca-4e26-abf5-325bbd186b71
relation.isAuthorOfPublication.latestForDiscovery39cdaa1a-9f58-44de-a638-781ee086cd05

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Description: Abstract extendido describiendo el trabajo de diseñeo realizado