Machine Learning | Freezing of Gait Detection in Parkinson's Disease using Accelerometer Signals
Автор: Electro DeCODE
Загружено: 2021-07-29
Просмотров: 2131
Описание:
Author and Presenter: Aleena Zaman Khan
Title: Freezing of Gait Detection in Parkinson's Disease from Accelerometer Readings
Project: Neuro-D
Background:
Almost 10 million individuals are suffering from Parkinson's globally. It is a neurodegenerative disorder whereby cells responsible for producing dopamine decrease in the Substantia nigra segment of the brain. Dopamine is vital for movement as it transmits a signal from the brain to other parts of the body, a decline of which leads to the freezing of gait (FoG). In this paper, we used a random path walking acceleration signals to detect FoG. The developed algorithm in this paper showed the highest mean accuracy of 90.4%.
#MachineLearningProject
#MachineLearningResearch
#DetectionofFoG
#FreezingofGaitDetection
#IntellCity
Повторяем попытку...
Доступные форматы для скачивания:
Скачать видео
-
Информация по загрузке:
