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dc.contributor.authorCarós, Mariona
dc.contributor.authorGarolera Freixa, Maite
dc.contributor.authorRadeva, Petia
dc.contributor.authorGiró Nieto, Xavier
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.date.accessioned2020-07-01T16:51:35Z
dc.date.issued2020
dc.identifier.citationCarós, M. [et al.]. Automatic reminiscence therapy for dementia. A: ACM International Conference on Multimedia Retrieval. "ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval". New York: Association for Computing Machinery (ACM), 2020, p. 383-387.
dc.identifier.isbn978-1-4503-7087-5
dc.identifier.otherhttps://imatge.upc.edu/web/publications/automatic-reminiscence-therapy-dementia
dc.identifier.urihttp://hdl.handle.net/2117/192195
dc.description.abstractWith people living longer than ever, the number of cases with dementia such as Alzheimer's disease increases steadily. It affects more than 46 million people worldwide, and it is estimated that in 2050 more than 100 million will be affected. While there are no effective treatments for these terminal diseases, therapies such as reminiscence, that stimulate memories from the past are recommended. Currently, reminiscence therapy takes place in care homes and is guided by a therapist or a carer. In this work, we present an AI-based solution to automate the reminiscence therapy. This consists of a dialogue system that uses photos of the users as input to generate questions about their life. Overall, this paper presents how reminiscence therapy can be automated by using deep learning, and deployed to smartphones and laptops, making the therapy more accessible to every person affected by dementia.
dc.format.extent5 p.
dc.language.isoeng
dc.publisherAssociation for Computing Machinery (ACM)
dc.subjectÀrees temàtiques de la UPC::Informàtica::Intel·ligència artificial
dc.subject.lcshArtificial intelligence -- Medical applications
dc.subject.otherReminiscence therapy
dc.subject.otherAlzheimer
dc.subject.otherDementia
dc.subject.otherGenerative dialogue system
dc.subject.otherChatbot
dc.subject.otherVisual question generator
dc.titleAutomatic reminiscence therapy for dementia
dc.typeConference lecture
dc.subject.lemacIntel·ligència artificial -- Aplicacions a la medicina
dc.contributor.groupUniversitat Politècnica de Catalunya. GPI - Grup de Processament d'Imatge i Vídeo
dc.identifier.doi10.1145/3372278.3391927
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://dl.acm.org/doi/10.1145/3372278.3391927
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac28601962
dc.description.versionPostprint (published version)
dc.relation.projectidinfo:eu-repo/grantAgreement/MINECO/1PE/TEC2016-75976-R
dc.date.lift10000-01-01
local.citation.authorCarós, M.; Garolera, M.; Radeva, P.; Giro, X.
local.citation.contributorACM International Conference on Multimedia Retrieval
local.citation.pubplaceNew York
local.citation.publicationNameICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval
local.citation.startingPage383
local.citation.endingPage387


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