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[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

Python 65.50% Jupyter Notebook 34.50%
computational-pathology graph-transformer multi-instance-learning whole-slide-image

higt's Introduction

HKU-MedAI.github.io

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higt's Issues

Missing folder in the repo

Hello,

Congratulations on the amazing work!

in the file "extract_features_fp_re.py", there is this import statement:

from datasets.dataset_h5 import Dataset_All_Bags, Whole_Slide_Bag_FP

but datasets folder is missing. Could you please have a look?

Best regards,

Juan

Input Data Preparation

Hi, I am trying to implement your method with my method.
May I know what exactly is in the 'all_data_path' and 'patient_and_label_path'? Is it that inside the 'all_data_path', I should provide the directories of the extracted features for each WSI? or can u provide me example?

Thanks in advance!!

models.resnet_baseline_re not found

Hello,

I guess the resnet_baseline from CLAM was re-written but unfortunately this function is nowhere in the github repo. Could you provide it please?

Best!

data

Hi!! I will be very appreciated if you can upload DATA.

Data organization

Hello, I wonder if you can upload the data processing code or how you organize your data, thx.

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