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. 2022 Jul 5;35(6):1514–1529. doi: 10.1007/s10278-022-00674-z
Code packaging for testing
Design decisions We packaged the inference code for the three different models for testing in an end-to-end Colab Notebook for the model testers to run on their datasets
Reasons All datasets had been de-identified and are hosted on different HIPPA compliant cloud servers with access granted to different researchers based on institutional affiliation, data access approvals, and IRBs. Running via Colab, which have access management protocols, allows the clinical researchers to run the inference code without setting up Python and other required packages on their local machines, which can be a technical barrier