Learning From Limited and Imbalanced Medical Images With Finer Synthetic Images From GANs

Chest X-ray is a prevalent medical imaging modality for detecting lung diseases. The clinical analysis of X-ray images is usually conducted by radiologists, who represent valuable human resources. In practice, situations with insufficient radiologists to timely analyze large quantities of X-ray data...

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Bibliographic Details
Main Authors: Xiaoli Qin, Francis Minhthang Bui, Ha H. Nguyen, Zhu Han
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9869680/