Many birds, one stone: Medical image segmentation with multiple partially labeled datasets

Qing Liu, Hailong Zeng, Zhaodong Sun, Xiaobai Li, Guoying Zhao, Yixiong Liang

Abstract: Highlights•A novel method named PSSNet trained with multiple partially labeled datasets is proposed.•PSSNet can simultaneously segment multiple anatomic structures and lesions.•PSSNet achieves best on fundus image segmentation and abdominal organ segmentation.