Article

Cross-Modality Synthetic Data Augmentation using GANs: Enhancing Brain MRI and Chest X-ray Classification

2024-06-10

Abstract excerpt

II. Brain MRI scans and chest X-ray imaging are pivotal in diagnosing and managing neurological and respiratory diseases, respectively. Given their importance in diagnosis, the datasets to train the artificial intelligence (AI) models for automated diagnosis remain scarce. As an example, annotated chest X-ray datasets, especially those containing rare or abnormal cases like bacterial pneumonia, are scarce. Convent...

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Literature Corpus work: 29312e35-fc12-5b14-a0e2-80d25cfa9017
DOI: 10.1101/2024.06.09.24308649

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