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@QuIIL

Quantitative Imaging and Informatics Laboratory (QuIIL)

QuIIL

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  1. Sonnet Sonnet Public

    Forked from Tandoan19/SONNET

    SONNET: A self-guided ordinal regression neural network for segmentation and classification of nuclei in large-scale multi-tissue histology images

    Python 17 2

  2. KBSMC_colon_cancer_grading_dataset KBSMC_colon_cancer_grading_dataset Public

    KBSMC colon cancer grading dataset repository

    Python 10

  3. Grad_Mix Grad_Mix Public

    GradMix for nuclei segmentation and classification in imbalanced pathology image datasets: MICCAI 2022

    Jupyter Notebook 9 1

  4. BenchmarkingPathologyFoundationModels BenchmarkingPathologyFoundationModels Public

    Forked from colin19950703/BenchmarkingPathologyFoundationModels

    Python 8 2

  5. DAX-Net DAX-Net Public

    Implementation of DAX-Net: "DAX-Net: a dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images."

    Python 6 1

  6. TaxoMIL TaxoMIL Public

    TaxoMIL: Taxonomy-Constrained Learning for Hierarchical Whole Slide Image Analysis [ECCV 2026]

    Python 5

Repositories

Showing 10 of 48 repositories
  • SOLID Public

    SOLID: Ordinal Linearity and Dispersion Representation Learning in Pathology Images

    QuIIL/SOLID's past year of commit activity
    0 0 0 0 Updated Oct 11, 2026
  • PathoS2VD Public
    QuIIL/PathoS2VD's past year of commit activity
    Python 0 0 0 0 Updated Sep 21, 2026
  • AUGUST Public

    AUGUST is a sequential QA framework for gastric pathology that mimics pathologist reasoning. By explicitly modeling hierarchical dependencies, it outperforms SOTA models in accuracy and consistency across 23k WSIs.

    QuIIL/AUGUST's past year of commit activity
    Python 2 0 0 0 Updated Aug 21, 2026
  • TTIS Public

    [EMA4MICCAI 2026] Test-Time Instance Selection for Improved Whole Slide Image Analysis

    QuIIL/TTIS's past year of commit activity
    Python 1 1 0 0 Updated Aug 11, 2026
  • HEXST Public

    HEXST: Hexagonal Shifted-Window Transformer for Spatial Transcriptomics Gene Expression Prediction

    QuIIL/HEXST's past year of commit activity
    Python 1 0 0 0 Updated Jul 10, 2026
  • TaxoMIL Public

    TaxoMIL: Taxonomy-Constrained Learning for Hierarchical Whole Slide Image Analysis [ECCV 2026]

    QuIIL/TaxoMIL's past year of commit activity
    Python 5 0 0 0 Updated Jun 30, 2026
  • COAST Public

    COAST: Context-Aware Differential Learning for Gene Expression Prediction in Spatial Transcriptomics

    QuIIL/COAST's past year of commit activity
    Python 1 0 0 0 Updated Jun 23, 2026
  • BiStainDiff Public

    BiStainDiff: Bidirectional Stain Diffusion Model

    QuIIL/BiStainDiff's past year of commit activity
    Python 0 0 0 0 Updated Jun 8, 2026
  • COSFormer Public Forked from caodoanh2001/COSFormer

    Welcome New Doctor: Continual Learning with Expert Consultation and Autoregressive Inference for Whole Slide Image Analysis (Under review)

    QuIIL/COSFormer's past year of commit activity
    Python 2 1 0 0 Updated Jan 24, 2026
  • GastUJB Public

    GastUJB is a comprehensive, internally curated gastric pathology dataset collected at the Catholic University of Korea Uijeongbu St. Mary’s Hospital (2014–2023). It serves as a primary cohort for defining diagnostic taxonomies and evaluating fine-grained computational pathology tasks.

    QuIIL/GastUJB's past year of commit activity
    1 0 0 0 Updated Jan 14, 2026
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