Automatic recording and processing of saccadic electrooculograms.
| dc.centro | E.T.S.I. Telecomunicación | es_ES |
| dc.contributor.author | Becerra-García, Roberto Antonio | |
| dc.contributor.author | Joya-Caparrós, Gonzalo | |
| dc.contributor.author | García-Bermúdez, Rodolfo | |
| dc.contributor.author | García-Lagos, Francisco | |
| dc.date.accessioned | 2023-07-04T09:09:28Z | |
| dc.date.available | 2023-07-04T09:09:28Z | |
| dc.date.created | 2023-07 | |
| dc.date.issued | 2023 | |
| dc.departamento | Tecnología Electrónica | |
| dc.description | Se 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.abstract | This 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.sponsorship | Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech. Junta de Andalucía. Proyecto de Cooperación Universitaria 2020CU012 | es_ES |
| dc.identifier.uri | https://hdl.handle.net/10630/27159 | |
| dc.language.iso | eng | es_ES |
| dc.relation.eventdate | 21-06-2023 | es_ES |
| dc.relation.eventplace | Ponta Delgada (Portugal) | es_ES |
| dc.relation.eventtitle | IWANN 2023 International Work-Conference on Artificial Neural Networks | es_ES |
| dc.rights.accessRights | open access | es_ES |
| dc.subject | Medicina - Aparatos e instrumentos - Diseño | es_ES |
| dc.subject | Medicina - Proceso de datos | es_ES |
| dc.subject | Marcadores bioquímicos | es_ES |
| dc.subject | Ojos - Movimientos - Proceso de datos | es_ES |
| dc.subject.other | Electrooculogram processing | es_ES |
| dc.subject.other | Saccades identification | es_ES |
| dc.subject.other | Saccadic biomarkers extraction | es_ES |
| dc.subject.other | Machine Learning | es_ES |
| dc.title | Automatic recording and processing of saccadic electrooculograms. | es_ES |
| dc.type | conference output | es_ES |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | 39cdaa1a-9f58-44de-a638-781ee086cd05 | |
| relation.isAuthorOfPublication | 7c037c2a-75ca-4e26-abf5-325bbd186b71 | |
| relation.isAuthorOfPublication.latestForDiscovery | 39cdaa1a-9f58-44de-a638-781ee086cd05 |
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Description: Abstract extendido describiendo el trabajo de diseñeo realizado

