Open access
Sep 2026
Malignancy-Aware Dual-Task Heatmap Decoupling for thyroid ultrasound nodule detection and classification
Malignancy-Aware Dual-Task Heatmap Decoupling (MADTHD), a CenterNet-based framework that decouples localization and classification through asymmetric dual heads, provides an interpretable dual-task framework mirroring the clinical localize-then-characterize workflow.
Yi-Ning Chen, Xia-Xia Wang
· Frontiers in Oncology · 0 citations