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2020 – today
- 2025
[j3]Sakonporn Noree, Willmer Rafell Quiñones Robles, Young Sin Ko
, Mun Yong Yi:
Leveraging commonality across multiple tissue slices for enhanced whole slide image classification using graph convolutional networks. BMC Medical Imaging 25(1): 230 (2025)- [c5]Sungrae Hong, Hyeongmin Park, Young Sin Ko, Sol Lee, Bryan Wong, Mun Yong Yi:
Towards Classifying Histopathological Microscope Images as Time Series Data. ISBI 2025: 1-5 - [c4]Jongwoo Kim, Bryan Wong, Huazhu Fu, Willmer Rafell Quiñones Robles, Young Sin Ko, Mun Yong Yi:
MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images. MICCAI (1) 2025: 386-396 - [i4]Willmer Rafell Quiñones Robles, Sakonporn Noree, Young Sin Ko, Bryan Wong, Jongwoo Kim, Mun Yong Yi:
Spatial Context-Driven Positive Pair Sampling for Enhanced Histopathology Image Classification. CoRR abs/2503.05170 (2025) - [i3]Seonyeong Lee, EonSeung Seong, DongEon Lee, SiYeoul Lee, Yubin Cho, Chunsu Park, Seonho Kim, Minkyung Seo, Young Sin Ko, MinWoo Kim:
Learned Image Compression and Restoration for Digital Pathology. CoRR abs/2503.23862 (2025) - [i2]Sungrae Hong, Hyeongmin Park, Young Sin Ko, Sol Lee, Bryan Wong, Mun Yong Yi:
Towards Classifying Histopathological Microscope Images as Time Series Data. CoRR abs/2506.15977 (2025) - 2024
- [j2]Mujin Kim, Willmer Rafell Quiñones Robles, Young Sin Ko, Bryan Wong, Sol Lee, Mun Yong Yi:
A predicted-loss based active learning approach for robust cancer pathology image analysis in the workplace. BMC Medical Imaging 24(1): 5 (2024) - [j1]Hyeongu Kang, Mujin Kim, Young Sin Ko, Yesung Cho, Mun Yong Yi:
WISE: Efficient WSI selection for active learning in histopathology. Comput. Medical Imaging Graph. 118: 102455 (2024) - [c3]Jongwoo Kim, Min Kyu Jeong, Hyeongmin Park, Young Sin Ko, Mun Yong Yi:
Leveraging Spatial Relationships in Microscopic Images for Patient Cancer Diagnosis. ISBI 2024: 1-5 - [c2]Suk Min Ha, Young Sin Ko, Youngjin Park:
Automatic Tumor Cellularity Measurement: AI-Based Pipeline for Multi-Organ Pathology Imaging. MIE 2024: 659-663 - [i1]Jongwoo Kim, Bryan Wong, Young Sin Ko, Mun Yong Yi:
MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images. CoRR abs/2407.21604 (2024) - 2023
- [c1]Suk Min Ha, Young Sin Ko, Youngjin Park:
Generating BlobCell Label from Weak Annotations for Precise Cell Segmentation. GRAIL/OCELOT@MICCAI 2023: 161-170
Coauthor Index
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