Optimized Machine Learning Model for Disease Prediction and Treatment Recommendation Through Gait Analysis

Author:

A Velusamy1,J Akilandeswari1,P Nareshkumar2,D Banumathy3,V Maheskumar3,P Thiyagarajan3

Affiliation:

1. Sona College of Technology,Department of IT,Salem,India

2. Knowledge Institute of Technology,Department of CSE,Salem,India

3. Paavai Engineering College,Department of CSE,Namakal,India

Publisher

IEEE

Reference20 articles.

1. A Framework for Fall Risk Prediction in Elderly Individuals Using Gait Analysis and Machine Learning Techniques;Zhang;IEEE Transactions on Biomedical Engineering,2021

2. Machine Learning-Based System for Diagnosing Parkinsons Disease Using Gait Analysis Data;Wu;IEEE Transactions on Neural Systems and Rehabilitation Engineering,2020

3. Deep Learning Models for Predicting Knee Osteoarthritis Progression Through Gait Analysis;Li;IEEE Journal of Biomedical and Health Informatics,2020

4. Multimodal Machine Learning Framework for Early Detection of Diabetic Neuropathy Using Gait Analysis and Wearable Sensors;Chen;IEEE Transactions on Industrial Informatics,2021

5. Deep Learning Models for Predicting Cardiovascular Events Using Gait Analysis Data;Garcia-Vergara;IEEE Journal of Biomedical and Health Informatics,2022

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