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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Veröffentlicht in:Scientific reports Jg. 13; H. 1; S. 7384 - 12
Hauptverfasser: Bandyopadhyay, Sabyasachi, Wittmayer, Jack, Libon, David J., Tighe, Patrick, Price, Catherine, Rashidi, Parisa
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Nature Publishing Group UK 06.05.2023
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ISSN:2045-2322, 2045-2322
Online-Zugang:Volltext
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