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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

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A multi-scale hybrid ResNet-transformer with distance-aware learning for interpretable BI-RADS mammographic

Maninder Singh¹, Amrita Mohan², Umang Tripathi³

¹Symbiosis Centre for Medical Image Analysis, Symbiosis International (Deemed University), Pune, 412115, India. maninder.singh@scmia.edu.in.

Scientific Reports

|February 20, 2026

Summary

No abstract available in PubMed .

Keywords:

BI-RADS classification Breast cancer detection Distance-aware learning Explainable AI Hybrid ResNet–transformer Mammography Multi-scale feature fusion

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