Boram Song

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Microscopic Images

Ordinal Regression

Top Venues

Medical Image Anal.

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Doanh C. Bui, Boram Song, Kyungeun Kim, Jin Tae Kwak
DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images. Comput. Methods Programs Biomed. 248 (2024)
Ju Cheon Lee, Keunho Byeon, Boram Song, Kyungeun Kim, Jin Tae Kwak
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images. CoRR (2024)
Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim, Boram Song, Seoung Wan Chae, Jin Tae Kwak
CAMP: Continuous and Adaptive Learning Model in Pathology. CoRR (2024)
Syed Farhan Abbas, Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak
Multi-cell type and multi-level graph aggregation network for cancer grading in pathology images. Medical Image Anal. 90 (2023)
Trinh Thi Le Vuong, Boram Song, Kyungeun Kim, Yong M. Cho, Jin Tae Kwak
Multi-Scale Binary Pattern Encoding Network for Cancer Classification in Pathology Images. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Tan Nhu Nhat Doan, Kyungeun Kim, Boram Song, Jin Tae Kwak
GradMix for nuclei segmentation and classification in imbalanced pathology image datasets. CoRR (2022)
Tan N. N. Doan, Boram Song, Trinh Thi Le Vuong, Kyungeun Kim, Jin Tae Kwak
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Tan N. N. Doan, Kyungeun Kim, Boram Song, Jin Tae Kwak
GradMix for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets. MICCAI (2) (2022)
Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak
Joint categorical and ordinal learning for cancer grading in pathology images. Medical Image Anal. 73 (2021)
Trinh Thi Le Vuong, Kyungeun Kim, Boram Song, Jin Tae Kwak
Ranking Loss: A Ranking-Based Deep Neural Network for Colorectal Cancer Grading in Pathology Images. MICCAI (8) (2021)