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Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification[arXiv:1504.07947] https://arxiv.org/abs/1504.07947
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data refactor code Dec 17, 2017
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CONFIG.py Add config.py and output_test_result.py Dec 15, 2017
README.md
datafile.py
model.py update run.py and model.py Dec 15, 2017
run.py refactor code Dec 17, 2017
utils.py Add utils.py Dec 15, 2017

README.md

Multi-Instance-Learning to check breast cancer

|-- data
|   |-- L_CC.csv : L_CC dataset predictions
|   |-- L_ML.xlsx : L_ML dataset predictions
|   |-- R_CC.csv : R_CC dataset predictions
|   |-- R_ML.csv : R_ML dataset predictions
|
|-- CONFIG.py: Used for setting global parameters 
|
|-- datafile.py: Used for reading/generating train/validation/test dataset
|
|-- model.py: CNN model
|
|-- run.py: Main function
|
|-- utils.py: Helper functions
|
|-- output_test_result.py: Merge the above data files

Result

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