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eess.IV2020★ 1 cited
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications
Yue Yang, Pengtao Xie
While deep learning methods have shown great success in medical image analysis, they require a number of medical images to train. Due to data privacy concerns and unavailability of…
eess.IV2020★ 4 cited
XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports
Xingyi Yang, Nandiraju Gireesh, Eric Xing +1
To effectively train medical students to become qualified radiologists, a large number of X-ray images collected from patients with diverse medical conditions are needed. However,…