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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 13 1

  2. KBSMC_colon_cancer_grading_dataset KBSMC_colon_cancer_grading_dataset Public

    KBSMC colon cancer grading dataset repository

    Python 8

  3. Grad_Mix Grad_Mix Public

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

    Jupyter Notebook 8

  4. 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 2 1

  5. TQx TQx Public

    Forked from anhtienng/TQx

    Towards a text-based quantitative and explainable histopathology image analysis (MICCAI 2024)

    Python 2

  6. dense-multipath-nn-prostate-segmentation dense-multipath-nn-prostate-segmentation Public

    This repository contains the code for prostate segmentation in MRI using deep dense multi-path neural network. To be updated...

    Python 1

Repositories

Showing 10 of 32 repositories
  • CAMP Public

    Implementation of "CAMP: Continuous and Adaptive Learning Model in Pathology"

    QuIIL/CAMP’s past year of commit activity
    Python 0 0 0 0 Updated Oct 13, 2024
  • MECFormer Public Forked from caodoanh2001/MECFormer

    Official implementation of MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network

    QuIIL/MECFormer’s past year of commit activity
    0 1 0 0 Updated Oct 6, 2024
  • BenchmarkingPathologyFoundationModels Public Forked from colin19950703/BenchmarkingPathologyFoundationModels
    QuIIL/BenchmarkingPathologyFoundationModels’s past year of commit activity
    Python 0 1 0 0 Updated Sep 5, 2024
  • TQx Public Forked from anhtienng/TQx

    Towards a text-based quantitative and explainable histopathology image analysis (MICCAI 2024)

    QuIIL/TQx’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Aug 5, 2024
  • SCUBa-Net Public Forked from caodoanh2001/SCUBa-Net

    Implementation of SCUBa-Net: "Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification."

    QuIIL/SCUBa-Net’s past year of commit activity
    Python 0 1 0 0 Updated Jul 29, 2024
  • 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."

    QuIIL/DAX-Net’s past year of commit activity
    Python 2 1 0 0 Updated Jul 27, 2024
  • KBSMC_colon_cancer_grading_dataset Public

    KBSMC colon cancer grading dataset repository

    QuIIL/KBSMC_colon_cancer_grading_dataset’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Jul 26, 2024
  • QuIIL_thompson_solution Public

    Official implementation of solutions for the Thompson challenge, encompassing Track 1 - Tasks 1 & 2: Action Recognition & Anticipation, and Track 2 - Task 1: Visual Question Answering (VQA).

    QuIIL/QuIIL_thompson_solution’s past year of commit activity
    Python 1 0 0 0 Updated Jul 19, 2024
  • FALFormer Public

    Implementation of "Feature-aware Landmarks self-attention for Whole-slide Image Classification"

    QuIIL/FALFormer’s past year of commit activity
    Python 0 0 0 0 Updated Jul 19, 2024
  • MoMA Public Forked from trinhvg/MoMA

    MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis

    QuIIL/MoMA’s past year of commit activity
    Python 0 1 0 0 Updated Jan 2, 2024
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