AISHWARYA BALAKRISHNAN

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Publications (5)

• Information Set-Based Decision Tree for Parkinson’s Disease Severity Assessment Using Multidimensional Gait Dataset
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3456438
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• Mahalanobis Metric-based Oversampling Technique for Parkinson’s Disease Severity Assessment using Spatiotemporal Gait Parameters
  Biomedical Signal Processing and Control 2023 DOI: 10.1016/j.bspc.2023.105057
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• Parkinson’s Disease Stage Classification with Gait Analysis using Machine Learning Techniques and SMOTE-based Approach for Class Imbalance Problem
  2022 International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics ( DISCOVER) 2022 DOI: 10.1109/discover55800.2022.9974754
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• Role of Wearable Sensors with Machine Learning Approaches in Gait Analysis for Parkinson's Disease Assessment: A Review
  Engineered Science 2022 DOI: 10.30919/es8e622
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• Analysis of the effect of muscle fatigue on gait characteristics using data acquired by wearable sensors
  2020 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2020 - Proceedings 2020 DOI: 10.1109/DISCOVER50404.2020.9278096
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