Kyungeun Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Microscopic Images

Top Venues

IEEE J. Biomed. Health Informatics

Medical Image Anal.

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)
Jaeung Lee, Chiwon Han, Kyungeun Kim, Gi-Ho Park, Jin Tae Kwak
CaMeL-Net: Centroid-aware metric learning for efficient multi-class cancer classification in pathology images. Comput. Methods Programs Biomed. 241 (2023)
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)
Quoc Dang Vu, Kyungeun Kim, Jin Tae Kwak
Unsupervised Tumor Characterization via Conditional Generative Adversarial Networks. IEEE J. Biomed. Health Informatics 25 (2) (2021)
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)
Quy Dinh Duong, Quoc Dang Vu, Daigeun Lee, Stephen M. Hewitt, Kyungeun Kim, Jin Tae Kwak
Scale embedding shared neural networks for multiscale histological analysis of prostate cancer. Medical Imaging: Digital Pathology (2019)