Noninvasive identification of Benign and malignant eyelid tumors using clinical images via deep learning system. - Shiqi Hui; Li Dong; Kai Zhang; Zihan Nie; Xue Jiang; Heyan Li; Zhijia Hou; Jingwen Ding; Yue Wang; Dongmei Li (J. Big Data, 2022)

Blood glucose prediction based on imagingphotoplethysmography in combination with Machine learning. - Zihan Nie; Meng Rong; Kaiyang Li (Biomed. Signal Process. Control., 2023)

Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study. - Li Dong; Lie Ju; Shiqi Hui; Lihua Luo; Xue Jiang; Zihan Nie; Ruiheng Zhang; Wenda Zhou; Heyan Li; Jost B. Jonas; Xin Wang 094; Xin Zhao; et al. (J. Big Data, 2023)

A Review of Application of Deep Learning in Endoscopic Image Processing. - Zihan Nie; Muhao Xu; Zhiyong Wang; Xiaoqi Lu; Weiye Song (J. Imaging, 2024)

FinSurvival: A Suite of Large Scale Survival Modeling Tasks from Finance. - Aaron M. Green; Zihan Nie; Hanzhen Qin; Oshani Seneviratne; Kristin P. Bennett (CoRR, 2025)