Lax-net: Freezing of Gait Detection in Parkinson's Disease Using LSTM with Attention and XGBoost
Author:
Affiliation:
1. Badji Mokhtar University,LRI Laboratory,Computer Science Department,Annaba,Algeria
2. Badji Mokhtar University,Complex System Engineering Laboratory (LISCO),Computer Science Department,Annaba,Algeria
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10286553/10286545/10286631.pdf?arnumber=10286631
Reference16 articles.
1. A Multi-Modal Analysis of the Freezing of Gait Phenomenon in Parkinson’s Disease
2. Recognition of freezing of gait in Parkinson’s disease based on combined wearable sensors
3. DeepFoG: An IMU-Based Detection of Freezing of Gait Episodes in Parkinson’s Disease Patients via Deep Learning
4. Measuring freezing of gait during daily-life: an open-source, wearable sensors approach
5. Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit
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