sidharth pancholi

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Publications (16)

• NeuroKinect: A Deep Learning Framework for Hand Kinematics Reconstruction From EEG Signals
  IEEE Transactions on Medical Robotics and Bionics 2026 DOI: 10.1109/TMRB.2026.3699211
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• SURVEY ON DEEP LEARNING AND EXPLAINABLE AI FOR MAGNETIC RESONANCE IMAGING BASED ALZHEIMER'S DISEASE CLASSIFICATION
  2025 DOI: 10.36227/techrxiv.176231563.32545081/v1
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• Explainable AI-Guided Optimization of EMG Channels and Features for Precise Hand Gesture Classification: A SHAP-Based Study
  IEEE Transactions on Medical Robotics and Bionics 2025 DOI: 10.1109/TMRB.2024.3504007
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• Enhanced EMG-Based Hand Gesture Classification in Real-World Scenarios: Mitigating Dynamic Factors With Tempo-Spatial Wavelet Transform and Deep Learning
  IEEE Transactions on Medical Robotics and Bionics 2024 DOI: 10.1109/TMRB.2024.3408896
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• Enhancing Gesture Classification Using Active EMG Band and Advanced Feature Extraction Technique
  IEEE Sensors Journal 2024 DOI: 10.1109/JSEN.2023.3344700
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• Optimizing Bio-Sensor Design With Support Vector Regression Technique for AlGaN/GaN MOS–HEMT
  IEEE Sensors Letters 2023 DOI: 10.1109/LSENS.2023.3307064
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• Advancing Brain-Computer Interface System Performance in Hand Trajectory Estimation with NeuroKinect
  2023 DOI: 10.36227/techrxiv.23747640.v1
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• Source Aware Deep Learning Framework for Hand Kinematic Reconstruction Using EEG Signal
  IEEE Transactions on Cybernetics 2023 DOI: 10.1109/TCYB.2022.3166604
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• Active Surface Electromyogram (sEMG) Electrodes band with Enhanced Features based technique for Hand Gesture Classification
  2023 DOI: 10.36227/techrxiv.22093685
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• Active Surface Electromyogram (sEMG) Electrodes band with Enhanced Features based technique for Hand Gesture Classification
  2023 DOI: 10.36227/techrxiv.22093685.v1
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