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Interpretable machine learning text classification for clinical computed tomography reports - a case study of temporal bone fracture

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Background: Machine learning (ML) has demonstrated success in classifying patients' diagnostic outcomes in free-text clinical notes. However, due to the machine learning model's complexity, interpreting the mechanism behind cla... ...