When looking to expand your dataset, aim for diversity - not just in terms of race, but also in terms of the hospitals and x-ray/diagnostic equipment used.
Examples of models failing when a dataset collected from one hospital is applied to another are well known.
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Good luck!
Examples of models failing when a dataset collected from one hospital is applied to another are well known.