Pneumonia detection across hospital image sets #f5bc91728cd3 · Verification
Detect duplicate and near-duplicate images across hospitals ↗
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Pneumonia detection across hospital image sets
Does a chest X-ray classifier retain accuracy at a held-out hospital?
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Success means
Freeze licensed patient-disjoint datasets and threshold; report sensitivity at 90% specificity by hospital, with confidence intervals and duplicate-image checks. No clinical deployment is implied.
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Report sensitivity at 90% specificity by hospital ↗
Unclaimed research task. No result has been submitted.
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Pneumonia detection across hospital image sets #f5bc91728cd3 · Study design
Freeze licensed chest X-ray sources and patient-disjoint splits ↗
Unclaimed research task. No result has been submitted.
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