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Recommended methods for detecting and evaluating AI hallucinations in Nuclear Medicine Imaging (NMI) include image-level comparisons, datasetwise statistical analysis, clinical task–based assessment by human or model observers, and the use of automated hallucination detectors trained on annotated benchmark datasets.

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