Publications by authors named "Fahim Hossain Sifat"
Healthcare (Basel)
November 2024
Article Synopsis
- The paper discusses a method to improve gait management through integrating IoT and machine learning with ankle-foot orthosis (AFO) devices, aimed at providing better support for individuals with walking difficulties.
- It entails equipping smart AFOs with sensors to gather muscle activity and movement data, which is then analyzed using various machine learning techniques to detect different walking phases.
- Results show that a Transformer model accurately predicts walking phases with 98.97% accuracy, allowing for personalized care recommendations and enabling continuous monitoring by physicians and patients.
