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This code is developed using PySyft v0.2.6.
PySyft's most recent release (v0.2.8) is no longer compatible with Python 3.6> and hence some functionality might break when used with its most recent version.
Data
The data used in demonstrating this work can be found at: https://www.kaggle.com/c/rsna-pneumonia-detection-challenge
Tutorial - For making a custom federated data loader with the DICOM Images
https://github.com/OpenMined/PySyft/blob/master/examples/tutorials/advanced/Federated%20Dataset.ipynb
Note - In CrossPriv.ipynb the data has been streamed via a personal gdrive link; The streaming platform ( or the data upload format ) is the user's prerogative and the flow of the code will be affected accordinngly.
Hardware
12GB NVIDIA Tesla K80
Poster
Link - https://drive.google.com/file/d/1ONieD6-Qj2j54ozeLxRMcnBa6_mSHmjF/view?usp=sharing