Automatic, Qualitative Scoring of the Clock Drawing Test (CDT) Based on U-Net, CNN and Mobile Sensor Data

Automatic, Qualitative Scoring of the Clock Drawing Test (CDT) Based on U-Net, CNN and Mobile Sensor Data

The Clock Drawing Test (CDT) is a rapid, inexpensive, and popular screening tool for cognitive functions. In spite of its qualitative capabilities in diagnosis of neurological diseases, the assessment of the CDT has depended on quantitative methods as well as manual paper based methods. Furthermore,...

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Bibliographic Details
Main Authors: Ingyu Park, Unjoo Lee
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
clock drawing test
automatic scoring
wearable sensor
deep learning
U-Net
CNN
Online Access:https://www.mdpi.com/1424-8220/21/15/5239

Internet

https://www.mdpi.com/1424-8220/21/15/5239

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