A transfer-learning benchmark on CheXpert chest X-rays reports AUROC 0.86 with ConvNeXt, but the claimed NLP integration is not demonstrated.
Machine learning augmented interpretation of chest x-rays: A systematic review,
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Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing
A transfer-learning benchmark on CheXpert chest X-rays reports AUROC 0.86 with ConvNeXt, but the claimed NLP integration is not demonstrated.