TAZD-Net: zone-aware differentiable morphology for joint thyroid nodule segmentation and malignancy classification
Thyroid ultrasound is the primary imaging modality for thyroid nodule assessment, yet reliable malignancy prediction remains challenging because diagnostic reasoning depends not only on lesion appearance but also on morphology, boundary characteristics, peri-lesional transitions, and surrounding tissue context. Existin...