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Developing an explainable diagnosis system utilizing deep learning model: a case study of spontaneous pneumothorax

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Objective.The trend in the medical field is towards intelligent detection-based medical diagnostic systems. However, these methods are often seen as 'black boxes' due to their lack of interpretability. This situation presents challenges in identifying reasons ... ...