Lei Zhang

According to our database, Lei Zhang authored at least 22 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

What is the role of human decisions in a world of artificial intelligence: an economic evaluation of human-AI collaboration in diabetic retinopathy screening.

Yueye Wang, Wenyi Hu, Keyao Zhou, Chi Liu, Jian Zhang, Zhuoting Zhu, Sanil Joseph, Qiuxia Yin, Lixia Luo, Xiaotong Han, Mingguang He, Lei Zhang

CoRR, March, 2025

Author Correction: Hierarchical skin lesion image classification with prototypical decision tree.

Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge

npj Digit. Medicine, 2025

Hierarchical skin lesion image classification with prototypical decision tree.

Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge

npj Digit. Medicine, 2025

A cross population study of retinal aging biomarkers with longitudinal pre-training and label distribution learning.

Zhen Yu, Ruiye Chen, Peng Gui, Wei Wang, Imran Razzak, Hamid Alinejad-Rokny, Xiaomin Zeng, Xianwen Shang, Lei Zhang, Xiaohong Yang, Honghua Yu, Wenyong Huang, Huimin Lu, Peter van Wijngaarden, Mingguang He, Zhuoting Zhu, Zongyuan Ge

npj Digit. Medicine, 2025

Real-world feasibility, accuracy and acceptability of automated retinal photography and AI-based cardiovascular disease risk assessment in Australian primary care settings: a pragmatic trial.

Wenyi Hu, Zhihong Lin, Malcolm Clark, Jacqueline Henwood, Xianwen Shang, Ruiye Chen, Katerina V. Kiburg, Lei Zhang, Zongyuan Ge, Peter van Wijngaarden, Zhuoting Zhu, Mingguang He

npj Digit. Medicine, 2025

Addressing underestimation and explanation of retinal fundus photo-based cardiovascular disease risk score: Algorithm development and validation.

Zhihong Lin, Chi Liu, Danli Shi, Yueye Wang, Wenyi Hu, Jacqueline Henwood, Katerina V. Kiburg, Peter van Wijngaarden, Malcolm Clark, Xianwen Shang, Xiaotong Han, Lei Zhang, Mingguang He, Zongyuan Ge

Comput. Biol. Medicine, 2025

2024

Economic evaluation for medical artificial intelligence: accuracy vs. cost-effectiveness in a diabetic retinopathy screening case.

Yueye Wang, Chi Liu, Wenyi Hu, Lixia Luo, Danli Shi, Jian Zhang, Qiuxia Yin, Lei Zhang, Xiaotong Han, Mingguang He

npj Digit. Medicine, 2024

Decoding the genetic comorbidity network of Alzheimer's disease.

Xueli Zhang, Dantong Li, Siting Ye, Shunming Liu, Shuo Ma, Min Li, Qiliang Peng, Lianting Hu, Xianwen Shang, Mingguang He, Lei Zhang

BioData Min., 2024

2023

EBD: an eye biomarker database.

Xueli Zhang, Lingcong Kong, Shunming Liu, Xiayin Zhang, Xianwen Shang, Zhuoting Zhu, Yu Huang, Shuo Ma, Jason Ha, Katerina V. Kiburg, Chunwen Zheng, Yunyan Hu, Cong Li, Guanrong Wu, Yingying Liang, Mengxia He, Yan Wang, Xiaohe Bai, Danli Shi, Wei Wang, Chi Zhang, Ke Zhao, Haining Yuan, Guang Hu, Yijun Hu, Huiying Liang, Honghua Yu, Lei Zhang, Mingguang He

Bioinform., May, 2023

2022

Early Melanoma Diagnosis With Sequential Dermoscopic Images.

Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge

IEEE Trans. Medical Imaging, 2022

Mutual consistency learning for semi-supervised medical image segmentation.

Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai

Medical Image Anal., 2022

Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.

Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation.

Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai

CoRR, 2021

End-to-End Ugly Duckling Sign Detection for Melanoma Identification with Transformers.

Zhen Yu, Victoria Mar, Anders Eriksson, Shakes Chandra, C. Paul Bonnington, Lei Zhang, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Semi-supervised Left Atrium Segmentation with Mutual Consistency Training.

Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Transportation, germs, culture: a dynamic graph model of COVID-19 outbreak.

Xiaofei Yang, Tun Xu, Peng Jia, Han Xia, Li Guo, Lei Zhang, Kai Ye

Quant. Biol., 2020

Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images.

Zhen Yu, Jennifer Nguyen, Xiaojun Chang, John Kelly, Catriona A. McLean, Lei Zhang, Victoria Mar, Zongyuan Ge

CoRR, 2020

2019

DeepHINT: understanding HIV-1 integration via deep learning with attention.

Hailin Hu, An Xiao, Sai Zhang, Yangyang Li, Xuanling Shi, Tao Jiang, Linqi Zhang, Lei Zhang, Jianyang Zeng

Bioinform., 2019

2017

TITER: predicting translation initiation sites by deep learning.

Sai Zhang, Hailin Hu, Tao Jiang, Lei Zhang, Jianyang Zeng

Bioinform., 2017

2016

Logistic regression model can reduce unnecessary artificial liver support in hepatitis B virus-associated acute-on-chronic liver failure: decision curve analysis.

Gang Qin, Zhao-Lian Bian, Yi Shen, Lei Zhang, Xiao-Hong Zhu, Yan-Mei Liu, Jian-Guo Shao

BMC Medical Informatics Decis. Mak., 2016

A Comparative Study of Biology-Inspired Algorithms Applied to Swarm Robots Target Searching.

Qirong Tang, Lei Zhang, Wei Luo, Lu Ding, Fangchao Yu, Jian Zhang

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

2015

Zero-Correlation Linear Cryptanalysis of Reduced-Round SIMON.

Xiao-Li Yu, Wen-Ling Wu, Zhen-Qing Shi, Jian Zhang, Lei Zhang, Yanfeng Wang

J. Comput. Sci. Technol., 2015