An Anchor-Free Convolutional Neural Network for Real-Time Surgical Tool Detection in Robot-Assisted Surgery. - Yuying Liu 002; Zijian Zhao; Faliang Chang; Sanyuan Hu (IEEE Access, 2020)

Automatic Report Generation for Chest X-Ray Images via Adversarial Reinforcement Learning. - Daibing Hou; Zijian Zhao; Yuying Liu 002; Faliang Chang; Sanyuan Hu (IEEE Access, 2021)

Self-supervised monocular depth estimation for gastrointestinal endoscopy. - Yuying Liu 002; Siyang Zuo (Comput. Methods Programs Biomed., 2023)

Toward autonomous robotic gastroscopy with a novel interventional keypoint and polyp detection system. - Yuying Liu 002; Guang Feng; Qi He 008; Xin Chen; Jinhua Li; Bangmao Wang; Siyang Zuo (Comput. Methods Programs Biomed., 2025)

A deep learning-driven method for safe and effective ERCP cannulation. - Yuying Liu 002; Xin Chen; Siyang Zuo (Int. J. Comput. Assist. Radiol. Surg., 2025)

GESur_Net: attention-guided network for surgical instrument segmentation in gastrointestinal endoscopy. - Yaru Ma; Yuying Liu 002; Xin Chen; Zhongqing Zheng; Yufeng Wang; Siyang Zuo (Medical Biol. Eng. Comput., 2026)