Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor. - Siwoo Nam; Myeongkyun Kang; Dong Kyu Won; Philip Chikontwe; Byeong-Joo Noh; Heounjeong Go; Sanghyun Park 004 (PRIME@MICCAI, 2022)

PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation. - Siwoo Nam; Jaehoon Jeong; Miguel Luna; Philip Chikontwe; Sanghyun Park 004 (MICCAI (1), 2023)

Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification. - Philip Chikontwe; Myeongkyun Kang; Miguel Luna; Siwoo Nam; Sanghyun Park 004 (MICCAI (4), 2024)

InstaSAM: Instance-Aware Segment Any Nuclei Model with Point Annotations. - Siwoo Nam; Hyun Namgung; Jaehoon Jeong; Miguel Luna; Soopil Kim; Philip Chikontwe; Sanghyun Park 004 (MICCAI (4), 2024)

Attention guided multi-scale cluster refinement with extended field of view for amodal nuclei segmentation. - Miguel Luna; Philip Chikontwe; Siwoo Nam; Sang Hyun Park 004 (Comput. Biol. Medicine, 2024)

MC-NuSeg: Multi-Contour Aware Nuclei Instance Segmentation with Segment Anything Model. - Hyun Namgung; Siwoo Nam; Soopil Kim; Sang Hyun Park (IPMI (1), 2025)