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Cognitive impairment detection based on frontal camera scene while performing handwriting tasks
dc.contributor.author | Candela, Federico | |
dc.contributor.author | Romeo, Santina | |
dc.contributor.author | Faundez-Zanuy, Marcos | |
dc.contributor.author | Ferrer-Ramos, Pau | |
dc.date.accessioned | 2024-11-29T12:19:46Z | |
dc.date.available | 2024-11-29T12:19:46Z | |
dc.date.issued | 2024 | |
dc.identifier.citation | Candela F, Romeo S, Faundez-Zanuy M, Ferrer-Ramos P. Cognitive impairment detection based on frontal camera scene while performing handwriting tasks. Cogn Comput. 2024;16:1004-1021. DOI: 10.1007/s12559-024-10279-z | ca |
dc.identifier.issn | 1866-9964 | ca |
dc.identifier.uri | http://hdl.handle.net/20.500.12367/2849 | |
dc.description.abstract | Diagnosing cognitive impairment is an ongoing field of research especially in the elderly. Assessing the health status of the elderly can be a complex process that requires both subjective and objective measures. Subjective measures, such as self-reported responses to questions, can provide valuable information about a person’s experiences, feelings, and beliefs. However, from a scientific point of view, objective measures, based on quantifiable data that can be used to assess a person’s physical and cognitive functioning, are more appropriate and rigorous. The proposed system is based on the use of non-invasive instrumentation, which includes video images acquired with a frontal camera while the user performs different handwriting tasks on a Wacom tablet. [...] | ca |
dc.format.extent | 18 p. | ca |
dc.language.iso | eng | ca |
dc.publisher | Springer Nature | ca |
dc.relation.ispartof | Cognitive Computation. 2024;16:1004-1021 | ca |
dc.rights | Attribution 4.0 International | * |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | * |
dc.subject.other | Deep learning | ca |
dc.subject.other | Neurodegenerative disorders | ca |
dc.subject.other | Mild cognitive impairment | ca |
dc.subject.other | Eye movement | ca |
dc.subject.other | Image processing | ca |
dc.title | Cognitive impairment detection based on frontal camera scene while performing handwriting tasks | ca |
dc.type | info:eu-repo/semantics/article | ca |
dc.description.version | info:eu-repo/semantics/publishedVersion | ca |
dc.rights.accessLevel | info:eu-repo/semantics/openAccess | |
dc.embargo.terms | cap | ca |
dc.identifier.doi | 10.1007/s12559-024-10279-z | ca |