Explainable deep learning approach for extracting cognitive features from hand-drawn images of intersecting pentagons

Hand drawing, which requires multiple neural systems for planning and controlling sequential movements, is a useful cognitive test for older adults. However, the conventional visual assessment of these drawings only captures limited attributes and overlooks subtle details that could help track cogni...

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Detalles Bibliográficos
Autores principales: Tasaki, Shinya, Kim, Namhee, Truty, Tim, Zhang, Ada, Buchman, Aron S., Lamar, Melissa, Bennett, David A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10447434/
https://www.ncbi.nlm.nih.gov/pubmed/37612472
http://dx.doi.org/10.1038/s41746-023-00904-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10447434/
https://www.ncbi.nlm.nih.gov/pubmed/37612472
http://dx.doi.org/10.1038/s41746-023-00904-w

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