Hangbei Cheng

ORCID: 0009-0006-7310-7636
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About
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Research Areas
  • AI in cancer detection
  • Colorectal Cancer Screening and Detection
  • Radiomics and Machine Learning in Medical Imaging
  • Medical Imaging and Analysis
  • Medical Image Segmentation Techniques

Taiyuan University of Technology
2023-2024

Accurately diagnosing chronic kidney disease requires pathologists to assess the structure of multiple tissues under different stains, a process that is timeconsuming and labor-intensive. Current AI-based methods for automatic assessment, like segmentation, often demand extensive manual annotation focus on single stain domain. To address these challenges, we introduce MSMTSeg, generative self-supervised meta-learning framework multi-stained multi-tissue segmentation in renal biopsy whole...

10.1109/jbhi.2024.3381047 article EN IEEE Journal of Biomedical and Health Informatics 2024-01-01
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