Chang-Heng Lin

CGSM: Concept-Guided Segmentation Model for Precise Pulmonary Lesion Delineation

Accurate segmentation of pulmonary lesions is essential for effective clinical diagnosis and treatment strategies. Existing segmentation approaches often lack task-specific semantic guidance, as text-based annotations typically offer coarse localization of lesions, leading to inadequate delineation of lesion boundaries...