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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. Exa
by schappim 3y ago
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.