Lung Lesion Extraction Using a Toboggan Based Growing Automatic Segmentation Approach. - Jiangdian Song; Caiyun Yang; Li Fan 002; Kun Wang 019; Feng Yang 009; Shiyuan Liu; Jie Tian 001 (IEEE Trans. Medical Imaging, 2016)

Using multi-task learning to improve diagnostic performance of convolutional neural networks. - Mengjie Fang; Di Dong; Ruijia Sun; Li Fan 002; Yingshi Sun; Shiyuan Liu; Jie Tian 001 (Computer-Aided Diagnosis, 2019)

Automatic CT whole-lung segmentation in radiomics discrimination: Methodology and application in pneumonia diagnosis and distinguishment. - Shichao Quan; Hui Chen; Liaoyi Lin; Zeren Shi; Haochao Ying; Changzheng Yuan; Ping Wang; Shiyuan Liu; Li Fan 002 (Displays, 2022)

GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense Supervision. - Mingyue Zhao; Shang Zhao 004; Quan Quan; Li Fan 002; Xiaolan Qiu; Shiyuan Liu; S. Kevin Zhou (CoRR, 2023)

A hybrid model for the clinical manifestation severity assessment of COVID-19 based on Chest CT Images. - Fei Yao; Xinang Jiang; Jingyi Zhao; Qianyun Ma; Li Fan 002; Shiyuan Liu (ISAIMS, 2024)

Hierarchical Multiple Instance Learning for COPD Grading with Relatively Specific Similarity. - Hao Zhang; Mingyue Zhao; Mingzhu Liu; Jiejun Luo; Yu Guan; Jin Zhang; Yi Xia; Di Zhang; Xiuxiu Zhou; Li Fan 002; Shiyuan Liu; S. Kevin Zhou (MICCAI (1), 2024)

Skeleton Supervised Airway Segmentation. - Mingyue Zhao; Han Li; Li Fan 002; Shiyuan Liu; Xiaolan Qiu; S. Kevin Zhou (CoRR, 2024)

Skeleton2Mask: Skeleton-supervised airway segmentation. - Mingyue Zhao; Han Li; Di Zhang; Jin Zhang; Xiuxiu Zhou; Li Fan 002; Xiaolan Qiu; Shiyuan Liu; S. Kevin Zhou (Medical Image Anal., 2025)