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Poornanand Purushottam Naik

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Open access 2026

DUGS-MT: A Competitive Dual-Stream Framework With Uncertainty-Gated Consensus for Semi-Supervised Radiographic Segmentation

The Dual Uncertainty-Gated Switch Mean Teacher (DUGS-MT) is proposed, a dual-stream semi-supervised framework that addresses semi-supervised rib segmentation issues and promotes computer-aided diagnosis in Sustainable Development Goal 3 (SDG 3).

Poornanand Purushottam Naik, M. Singh, N. D. Adesh · 0 citations

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