Establishment of a Machine Learning Model for Early and Differential Diagnosis of Pancreatic Ductal Adenocarcinoma Using Laboratory Routine Data. - Beilei Wang; Wenxin Wei; Zhuo Shao; Qin Qin; Zhiyong Wang; Yin Jia; Jie Guo; Yanan Pang; Lei Jiang; Gang Jin; Chuanbin Mao; Shanrong Liu (Adv. Intell. Syst., 2021)

Establishment of a Knowledge-and-Data-Driven Artificial Intelligence System with Robustness and Interpretability in Laboratory Medicine. - Beilei Wang; Jie Jing; Xiaochun Huang; Cheng Hua; Qin Qin; Yin Jia; Zhiyong Wang; Lei Jiang; Bai Gao; Lele Wu; Xianfei Zeng; Fubo Wang; et al. (Adv. Intell. Syst., 2022)

Machine Learning and Bioinformatics Analysis for Laboratory Data in Pan-Cancers Detection. - Yin Jia; Zixin Liu; Jie Guo; Chengwen He; Xinru Zhou; Miao Xue; Tian Nie; Tingting Sun; Jinsong Kang; Qiong Lu; Lei Jiang; Shanrong Liu (Adv. Intell. Syst., 2023)

Refined Semi-Supervised Modulation Classification: Integrating Consistency Regularization and Pseudo-Labeling Techniques. - Min Ma; Shanrong Liu; Shufei Wang; Shengnan Shi (Future Internet, 2024)