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A novel deep dual self-attention and Bi-LSTM fusion framework for Parkinson’s disease prediction using freezing of gait: a biometric application

Zeeshan Habib, Muhammad Ali Mughal, Muhammad Attique Khan, Ameer Hamza, Nazik Alturki, Leila Jamel

2024Multimedia Tools and Applications27 citationsDOI

Topics & Concepts

Computer scienceGaitArtificial intelligenceParkinson's diseaseDeep learningSoftmax functionArtificial neural networkPattern recognition (psychology)DiseasePhysical medicine and rehabilitationMedicinePathologyConducting polymers and applicationsAdvanced Sensor and Energy Harvesting MaterialsMuscle activation and electromyography studies
A novel deep dual self-attention and Bi-LSTM fusion framework for Parkinson’s disease prediction using freezing of gait: a biometric application | Litcius