Explainable semi-supervised deep learning shows that dementia is associated with small, avocado-shaped clocks with irregularly placed hands

The clock drawing test is a simple and inexpensive method to screen for cognitive frailties, including dementia. In this study, we used the relevance factor variational autoencoder (RF-VAE), a deep generative neural network, to represent digitized clock drawings from multiple institutions using an o...

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Detalles Bibliográficos
Autores principales: Bandyopadhyay, Sabyasachi, Wittmayer, Jack, Libon, David J., Tighe, Patrick, Price, Catherine, Rashidi, Parisa
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/PMC10164161/
https://www.ncbi.nlm.nih.gov/pubmed/37149670
http://dx.doi.org/10.1038/s41598-023-34518-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10164161/
https://www.ncbi.nlm.nih.gov/pubmed/37149670
http://dx.doi.org/10.1038/s41598-023-34518-9

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