Machine Learning-Based Aggression Detection in Children with ADHD Using Sensor-Based Physical Activity Monitoring

Machine Learning-Based Aggression Detection in Children with ADHD Using Sensor-Based Physical Activity Monitoring

Aggression in children is highly prevalent and can have devastating consequences, yet there is currently no objective method to track its frequency in daily life. This study aims to investigate the use of wearable-sensor-derived physical activity data and machine learning to objectively identify phy...

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Bibliographic Details
Main Authors: Catherine Park, Mohammad Dehghan Rouzi, Md Moin Uddin Atique, M. G. Finco, Ram Kinker Mishra, Griselda Barba-Villalobos, Emily Crossman, Chima Amushie, Jacqueline Nguyen, Chadi Calarge, Bijan Najafi
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
pediatrics
aggression
wearables
remote patient monitoring
machine learning
Online Access:https://www.mdpi.com/1424-8220/23/10/4949

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