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Author

Bithi Banik

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Open access Oct 2026

ASD-FER: An Annotated Multi-Class Benchmark and Comparative Study for Facial Emotion Recognition in Children with Autism Spectrum Disorder

Autism Spectrum Disorder (ASD) affects social interaction and communication, and automatically recognizing emotions from the facial expressions of children with ASD remains challenging. A key barrier to facial emotion recognition (FER) in children with ASD is the absence of ASD-specific datasets with proper emotion-lev...

Shahana Yasmin Chowdhury, Bithi Banik, T. A. Knaus et al. · 0 citations
#federated learning Review Open access Oct 2026

A systematic review of non-contact medical IoT systems for physiological biomarker monitoring.

A conceptual federated, edge-based learning framework is presented as a design proposal for future implementation rather than a validated system, and research directions to accelerate clinical translation are outlined to accelerate clinical translation.

Bithi Banik, Saptanil Ghose, Ahnaf Hasnain Nahiun et al. · 0 citations

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