Shovito Barua Soumma
Shovito Barua Soumma
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Datasets & Codes by EMIL
Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
July 2025
The code and data information for FOGSense (EMBC'25)
paper
Code
Dataset
Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract)
April 2025
Code is available now for FUSE-MET (Dataset will be released later)
paper
Code
Self-Supervised Learning and Opportunistic Inference for Continuous Monitoring of Freezing of Gait in Parkinson’s Diseases
October 2024
Under review in IEEE JBHI
paper
Code
Dataset
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