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1. Identificação
Tipo de ReferênciaArtigo em Evento (Conference Proceedings)
Sitesibgrapi.sid.inpe.br
Código do Detentoribi 8JMKD3MGPEW34M/46T9EHH
Identificador8JMKD3MGPEW34M/43B6D2H
Repositóriosid.inpe.br/sibgrapi/2020/09.28.12.07
Última Atualização2020:09.28.13.28.28 (UTC) administrator
Repositório de Metadadossid.inpe.br/sibgrapi/2020/09.28.12.07.19
Última Atualização dos Metadados2022:06.14.00.00.09 (UTC) administrator
DOI10.1109/SIBGRAPI51738.2020.00032
Chave de CitaçãoDuarteGobbFrayCarv:2020:DeAlDi
TítuloDetecting Alzheimer’s Disease based on Structural Region Analysis using a 3D Shape Descriptor
FormatoOn-line
Ano2020
Data de Acesso17 maio 2024
Número de Arquivos1
Tamanho1795 KiB
2. Contextualização
Autor1 Duarte, Kauê Tartarotti Nepomuceno
2 Gobbi, David
3 Frayne, Richard
4 Carvalho, Marco Antonio Garcia de
Afiliação1 School of Technology, University of Campinas
2 Calgary Image Processing and Analysis Centre, Departments of Radiology and Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary
3 Calgary Image Processing and Analysis Centre, Departments of Radiology and Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary
4 School of Technology, University of Campinas
EditorMusse, Soraia Raupp
Cesar Junior, Roberto Marcondes
Pelechano, Nuria
Wang, Zhangyang (Atlas)
Endereço de e-Mailkaue.unicamp2011@gmail.com
Nome do EventoConference on Graphics, Patterns and Images, 33 (SIBGRAPI)
Localização do EventoPorto de Galinhas (virtual)
Data7-10 Nov. 2020
Editora (Publisher)IEEE Computer Society
Cidade da EditoraLos Alamitos
Título do LivroProceedings
Tipo TerciárioFull Paper
Histórico (UTC)2020-09-28 13:28:29 :: kaue.unicamp2011@gmail.com -> administrator :: 2020
2022-06-14 00:00:09 :: administrator -> kaue.unicamp2011@gmail.com :: 2020
3. Conteúdo e estrutura
É a matriz ou uma cópia?é a matriz
Estágio do Conteúdoconcluido
Transferível1
Tipo de Versãofinaldraft
Palavras-Chaveshape descriptor
alzheimer
image segmentation
similarity
brain analysis
ResumoAlzheimers disease (AD) is a common neurodegenerative dementia that affects older people. Changes in behavior and cognition are the most common characteristics of this disease and are associated with changes in brain structure. Techniques focusing on brain shape have been recently proposed to quantify and understand these changes. One challenge when examining AD is that each anatomical region may have a unique role in and time course for brain deterioration, requiring a whole-brain method that is capable of individual (or regional) analyses at different disease stages. We propose to apply the scale-invariant heat kernel signature descriptor to magnetic resonance brain images in order to evaluate regional shape features across different brain regions. We measured the shape feature similarity in 500 subjects, equally divided across five progressive, disease-based stages. The shape analysis provided a complementary perspective to whole-brain analysis, due to the capability of identifying how different structures degenerate at different rates in the brain. In total, a group of 99 distinct brain regions belonging to cortical and deep gray matter were analyzed across the five disease stages. Preliminary assessment of shape-based analysis of key brain regions demonstrated that SIHKS was predictive of disease stage and disease progression.
Arranjo 1urlib.net > SDLA > Fonds > SIBGRAPI 2020 > Detecting Alzheimer’s Disease...
Arranjo 2urlib.net > SDLA > Fonds > Full Index > Detecting Alzheimer’s Disease...
Conteúdo da Pasta docacessar
Conteúdo da Pasta source
Sibgrapi_2020_Kaue_TND.pdf 28/09/2020 09:07 1.8 MiB
Conteúdo da Pasta agreement
agreement.html 28/09/2020 09:07 1.2 KiB 
4. Condições de acesso e uso
URL dos dadoshttp://urlib.net/ibi/8JMKD3MGPEW34M/43B6D2H
URL dos dados zipadoshttp://urlib.net/zip/8JMKD3MGPEW34M/43B6D2H
Idiomaen
Arquivo AlvoSibgrapi_2020___Kaue_TND_CAMERAREADY.pdf
Grupo de Usuárioskaue.unicamp2011@gmail.com
Visibilidadeshown
Permissão de Atualizaçãonão transferida
5. Fontes relacionadas
Repositório Espelhosid.inpe.br/banon/2001/03.30.15.38.24
Unidades Imediatamente Superiores8JMKD3MGPEW34M/43G4L9S
8JMKD3MGPEW34M/4742MCS
Lista de Itens Citandosid.inpe.br/sibgrapi/2020/10.28.20.46 7
Acervo Hospedeirosid.inpe.br/banon/2001/03.30.15.38
6. Notas
Campos Vaziosarchivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume
7. Controle da descrição
e-Mail (login)kaue.unicamp2011@gmail.com
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