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Evaluating Clinical NLP Services for Chest Radiograph Report Labeling: A Comparative Study on an Independent Pediatric Dataset

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General-purpose clinical NLP tools are increasingly used to automatically label clinical reports for research and quality improvement. However, independent evaluations for specific tasks like labeling pediatric CXR reports remain limited. This study compares f... ...