Pinned Repositories
DAX-Net
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."
dense-multipath-nn-prostate-segmentation
This repository contains the code for prostate segmentation in MRI using deep dense multi-path neural network. To be updated...
Grad_Mix
GradMix for nuclei segmentation and classification in imbalanced pathology image datasets: MICCAI 2022
JCO_Learning-pytorch
Medical Image Analysis (MEDIA) paper: Joint Categorical and Ordinal Learning for Cancer Grading in Pathology Images
KBSMC_colon_cancer_grading_dataset
KBSMC colon cancer grading dataset repository
KBSMC_colon_tma_cancer_grading_1024_dataset
KBSMC_colon_tma_cancer_grading_1024_dataset
MoMA
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
Sonnet
SONNET: A self-guided ordinal regression neural network for segmentation and classification of nuclei in large-scale multi-tissue histology images
TQx
Towards a text-based quantitative and explainable histopathology image analysis (MICCAI 2024)
UnsupervisedTumorCharacterizationCGAN
Quantitative Imaging and Informatics Laboratory (QuIIL)'s Repositories
QuIIL/Sonnet
SONNET: A self-guided ordinal regression neural network for segmentation and classification of nuclei in large-scale multi-tissue histology images
QuIIL/Grad_Mix
GradMix for nuclei segmentation and classification in imbalanced pathology image datasets: MICCAI 2022
QuIIL/KBSMC_colon_cancer_grading_dataset
KBSMC colon cancer grading dataset repository
QuIIL/TQx
Towards a text-based quantitative and explainable histopathology image analysis (MICCAI 2024)
QuIIL/DAX-Net
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/dense-multipath-nn-prostate-segmentation
This repository contains the code for prostate segmentation in MRI using deep dense multi-path neural network. To be updated...
QuIIL/JCO_Learning-pytorch
Medical Image Analysis (MEDIA) paper: Joint Categorical and Ordinal Learning for Cancer Grading in Pathology Images
QuIIL/KBSMC_colon_tma_cancer_grading_1024_dataset
KBSMC_colon_tma_cancer_grading_1024_dataset
QuIIL/CaFeNet
CaFe-Net : Centroid-aware feature recalibration for cancer grading in pathology images
QuIIL/CAMP
Implementation of "CAMP: Continuous and Adaptive Learning Model in Pathology"
QuIIL/Dataset-Region-Aggregated-Attention-CNN-for-Disease-Detection-in-Fruit-Images
Dataset-Region-Aggregated-Attention-CNN-for-Disease-Detection-in-Fruit-Images
QuIIL/GPC
GPC: Generative and general pathology image classifier (MedAGI 2023)
QuIIL/HistopathologyMRI_Analysis
QuIIL/hover_net
Large scale study about nuclei instance segmentation method on H&E histopatholgy images.
QuIIL/ICCV_2023_CVAMD-Order-ViT-
Order-ViT: Order Learning Vision Transformer for Cancer Classification in Pathology Images
QuIIL/IMPash
ECCV-MCV2022 paper: "IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification"
QuIIL/MoMA
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
QuIIL/MSBP_Net
IEEE J-BHI paper: MSBP_Net: Multi-scale binary pattern encoding network for cancer classification in pathology images
QuIIL/pytorch_pipeline
QuIIL/QuPathTools
Exporting and Importing Annotation from and to QuPath
QuIIL/SCUBa-Net
Implementation of SCUBa-Net: "Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification."
QuIIL/Sonnet_pytorch
sonnet implemented with pytorch
QuIIL/Tumor-segmentation-PAIP2019
QuIIL/UnsupervisedTumorCharacterizationCGAN
QuIIL/BenchmarkingPathologyFoundationModels
QuIIL/CaMeLNet
CaMeL-Net : Centroid-aware Metric Learning for Efficient Multi-class Cancer Classification in Pathology Images
QuIIL/FALFormer
Implementation of "Feature-aware Landmarks self-attention for Whole-slide Image Classification"
QuIIL/KBSMC_gastric_cancer_grading_dataset
KBSMC colon cancer grading dataset repository
QuIIL/KD_CoRFF
DART_MICCAI2023: Boosting knowledge distillation via random Fourier features for prostate cancer grading in histopathology images
QuIIL/QuIIL_thompson_solution
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).