2 papers
eess.IV2026
MC-GenRef: Annotation-free mammography microcalcification segmentation with generative posterior refinement
Hyunwoo Cho, Yeeun Kwon, Min Jung Kim +1
Microcalcification (MC) analysis is clinically important in screening mammography because clustered puncta can be an early sign of malignancy, yet dense MC segmentation remains cha…
eess.IV2025
EdgeSRIE: A hybrid deep learning framework for real-time speckle reduction and image enhancement on portable ultrasound systems
Hyunwoo Cho, Jongsoo Lee, Jinbum Kang +1
Speckle patterns in ultrasound images often obscure anatomical details, leading to diagnostic uncertainty. Recently, various deep learning (DL)-based techniques have been introduce…