Quantifying acceptable artefact ranges for dermatologic classification algorithms.
Skin health and disease(2021)
摘要
Classifiers should either mitigate artefacts or detect them. Images should be excluded from diagnosis/recommendation when artefacts are present in amounts outside the machine perceived quality range. Failure to do so will reduce accuracy and impede approval from regulatory agencies.
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