Lung Infection Quantification of COVID-19 in CT Images with Deep Learning. - Fei Shan; Yaozong Gao; Jun Wang; Weiya Shi; Nannan Shi; Miaofei Han; Zhong Xue; Dinggang Shen; Yuxin Shi (CoRR, 2020)

Deep Heterogeneous Network for Temporal Set Prediction. - Nannan Shi; Le Yu 004; Leilei Sun; Lihua Wang; Chunming Lin; Ruixing Zhang (Knowl. Based Syst., 2021)

A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging. - Zheyao Gao; Yuanye Liu; Fuping Wu; Nannan Shi; Yuxin Shi; Xiahai Zhuang (MICCAI (5), 2023)

Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN. - Jiyao Liu; Yuxin Li; Nannan Shi; Yuncheng Zhou; Shangqi Gao; Yuxin Shi; Xiao-Yong Zhang; Xiahai Zhuang (SASHIMI@MICCAI, 2023)

Exploring explainable AI features in the vocal biomarkers of lung disease. - Zhao Chen; Ning Liang; Haoyuan Li; Haili Zhang; Huizhen Li; Lijiao Yan; Ziteng Hu; Yaxin Chen; Yujing Zhang; Yanping Wang; Dandan Ke; Nannan Shi (Comput. Biol. Medicine, 2024)

ICKA: An instruction construction and Knowledge Alignment framework for Multimodal Named Entity Recognition. - Qingyang Zeng; Minghui Yuan; Jing Wan; Kunfeng Wang; Nannan Shi; Qianzi Che; Bin Liu (Expert Syst. Appl., 2024)

TCME: Thin Cloud Removal Network for Optical Remote Sensing Images Based on Multidimensional Features Enhancement. - Jiguang Dai; Nannan Shi; Tengda Zhang; Wenhao Xu (IEEE Trans. Geosci. Remote. Sens., 2024)

Contextual information contributes to biomedical named entity normalization. - Gengxin Luo; Nannan Shi; Gang Wang; Buzhou Tang (J. Biomed. Informatics, 2025)

MERIT: Multi-view evidential learning for reliable and interpretable liver fibrosis staging. - Yuanye Liu; Zheyao Gao; Nannan Shi; Fuping Wu; Yuxin Shi; Qingchao Chen; Xiahai Zhuang (Medical Image Anal., 2025)

Language models for data extraction and risk of bias assessment in complementary medicine. - Honghao Lai; Jiayi Liu; Chunyang Bai; Hui Liu; Bei Pan; Xufei Luo; Liangying Hou; Weilong Zhao; Danni Xia; Jinhui Tian; Yaolong Chen; Lu Zhang; et al. (npj Digit. Medicine, 2025)