A Bi-LSTM based approach for Compensation detection during robotic stroke rehabilitation therapy

• Published in: Procedia computer science Vol. 258; pp. 3145 - 3154
• Main Authors: Rani, Samta, Masood, Sarfaraz, Rizvi, Danish Raza
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2025
• Subjects: Artificial Neural Network; Bidirectional Long Short-Term Memory (Bi-LSTM); Long Short-Term Memory (LSTM); Stroke Rehabilitation; Stroke Rehabilitation; Artificial Neural Network; Long Short-Term Memory (LSTM); Bidirectional Long Short-Term Memory (Bi-LSTM)

Stroke is a common cause of brain damage and death due to blocked blood flow to the brain. Prolonged strokes increase the risk of irreversible brain damage and bodily harm. Stroke rehabilitation entails objective setting, robust exercise, comprehensive care, and purpose-driven training, occasionally...