Selective synthetic augmentation with HistoGAN for improved histopathology image classification
Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer Antani, Zhiyun Xue, Carl Cornwell, Richard J. Zaino, Keith C. Cheng, Xiaolei Huang
Topics & Concepts
HistopathologyArtificial intelligencePattern recognition (psychology)Computer scienceDigital pathologyPathologyMedicineAI in cancer detectionGenerative Adversarial Networks and Image SynthesisDigital Imaging for Blood Diseases