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dazhangyu123 avatar dazhangyu123 commented on June 12, 2024

"We've updated the implementation of IBMIL and MHIM-MIL with three files: Step3_WSI_classification_IBMIL.py, IBMIL_clustering.py, and Step3_WSI_classification_MHIM.py.

For IBMIL, follow these steps:

Initially, execute Step3_WSI_classification_IBMIL.py with args.c_path=None for the first-stage training.
Next, run IBMIL_clustering.py to build the dictionary.
Finally, run Step3_WSI_classification_IBMIL.py with args.c_path="path of generated clustering centroids in the clustering phase" for the second-stage training.
For MHIM-MIL, follow these steps:

Start by executing Step3_WSI_classification_MHIM.py with args.model=pure and args.teacher_init="" for the first-stage training.
Then, execute Step3_WSI_classification_MHIM.py with args.model=mhim and args.teacher_init="path of trained model in the first stage" for the second-stage training."

from acmil.

boomboomboooo avatar boomboomboooo commented on June 12, 2024

Thank you very much for your reply

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