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Saurav Mallik

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Open access Jul 2026

Quantum-infused deep learning for dual-task thyroid ultrasound diagnostics

This study introduces a hybrid quantum– classical deep learning framework that leverages quantum variational filtering in tandem with transfer learning via ViT-B16 and EfficientNet-B3 to enhance feature representation and demonstrates promising robustness and generalization in limited-data environments.

S. Behuria, Sujata Swain, Anjan Bandyopadhyay et al. · 0 citations

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