3 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…
eess.IV2023
Deep Coherence Learning: An Unsupervised Deep Beamformer for High Quality Single Plane Wave Imaging in Medical Ultrasound
Hyunwoo Cho, Seongjun Park, Jinbum Kang +1
Plane wave imaging (PWI) in medical ultrasound is becoming an important reconstruction method with high frame rates and new clinical applications. Recently, single PWI based on dee…