Kwak, Jin Tae
- HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in\n Multi-Tissue Histology Images
2018/12/16 by Simon Graham, Quoc Dang Vu, Graham, Simon +11 · 53 citations
Computer Science · Medicine · Engineering · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
- Methods for Segmentation and Classification of Digital Microscopy Tissue Images
2018/10/31 by Vu, Quoc Dang, Graham, Simon, To, Minh Nguyen Nhat +11 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Domain Generalization in Computational Pathology: Survey and Guidelines
2023/10/30 by Mostafa Jahanifar, Manahil Raza, Jahanifar, Mostafa +19 · 14 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Cancer Genomics and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting
2023/03/11 by Graham, Simon, Vu, Quoc Dang, Jahanifar, Mostafa +86 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 3 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios
2024/10/21 by J. Lee, Ji Hyoun Lim, Lee, Jeaung +5 · 4 citations
Medicine · #Ethics in Clinical Research
- MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
2023/08/31 by Trinh Thi Le Vuong, Jin Tae Kwak, Vuong, Trinh Thi Le +1 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Radiomics and Machine Learning in Medical Imaging
- DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images
2024/07/10 by Ju Cheon Lee, Lee, Ju Cheon, Keunho Byeon +7 · 1 citation
Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Digital Imaging for Blood Diseases
- ISLES'24: Final Infarct Prediction with Multimodal Imaging and Clinical Data. Where Do We Stand?
2024/08/20 by de la Rosa, Ezequiel, Su, Ruisheng, Reyes, Mauricio +37 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering