Siwoo Nam

According to our database, Siwoo Nam authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Comput. Biol. Medicine, March, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification.

Philip Chikontwe, Myeongkyun Kang, Miguel Luna, Siwoo Nam, Sanghyun Park

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation.

Siwoo Nam, Jaehoon Jeong, Miguel Luna, Philip Chikontwe, Sanghyun Park

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

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

Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022