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mmuckley avatar mmuckley commented on June 16, 2024

For the final SIP task it's not exactly possible. There is a lot of manual data engineering for extracting information from electronic health records that probably doesn't generalize between hospitals - you'll have to work with your IT department on that. We do provide a script for fine-tuning on the public X-ray data sets, which you can find here: https://github.com/facebookresearch/CovidPrognosis/tree/master/cp_examples/sip_finetune.

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JihwanEom avatar JihwanEom commented on June 16, 2024

@mmuckley Thank you for your comments! However, there is no IT department in our hospital, and I am working hard by myself. But I will try to make a data module..

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mmuckley avatar mmuckley commented on June 16, 2024

Hello @JihwanEom, I would be cautious working with EHR if you don't know someone with experience. There are quite a few gotchas, and it can be a little bit confusing.

That being said, for writing dataloaders the torchxrayvision package has a lot of good examples for X-ray radiograph datasets to see how these things are structured.

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