Cycle-Consistent Adversarial chest X-rays Domain Adaptation for pneumonia diagnosis

Yue Zhou, Xiaoqiang Li, Yuanchen Wu

Abstract: Highlights•Novel method adapts knowledge from multi-classification to binary-classification domains.•Cycle-consistent module aligns and identifies domain-invariant features.•Proposed method outperforms previous works, providing valuable reference.