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brandonjnelsonFDA / PedSilicoICH

In silico computed tomography (CT) datasets of intracranial hemorrhage (ICH)
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Add CADt device for evaluation #24

Open brandonjnelsonFDA opened 2 weeks ago

brandonjnelsonFDA commented 2 weeks ago

See for example:

https://github.com/SeuTao/RSNA2019_Intracranial-Hemorrhage-Detection

Start by evaluating on the provided real patient data, then adult in silico data to confirm similar performance on in silico data. Then finally introduce pediatric data to assess for age bias

jmweaver-FDA commented 2 weeks ago

Currently working on implementing the 2nd place solution due to slightly more straightforward instructions and more well-documented Python environment requirements

Will train the models in order of complexity (see "Model Build") section