Lei Zhang

25 papers Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A cross population study of retinal aging biomarkers with longitudinal pre-training and label distribution learning.
npj Digit. Medicine
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
2025 J jnl
Addressing underestimation and explanation of retinal fundus photo-based cardiovascular disease risk score: Algorithm development and validation.
Comput. Biol. Medicine
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
2025 J jnl
Author Correction: Hierarchical skin lesion image classification with prototypical decision tree.
npj Digit. Medicine
Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2025 — conf
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model.
MICCAI (16)
Jiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, Zongyuan Ge, Lei Zhang
2025 J jnl
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model.
CoRR
Jiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, Zongyuan Ge, Lei Zhang
2025 J jnl
Hierarchical skin lesion image classification with prototypical decision tree.
npj Digit. Medicine
Zhen Yu, Toàn D. Nguyên, Lie Ju, Yaniv Gal, Maithili Sashindranath, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2025 J jnl
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.
npj Digit. Medicine
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
2025 J jnl
What is the role of human decisions in a world of artificial intelligence: an economic evaluation of human-AI collaboration in diabetic retinopathy screening.
CoRR
Yueye Wang, Wenyi Hu, Keyao Zhou, Chi Liu, Jian Zhang, Zhuoting Zhu, Sanil Joseph, Qiuxia Yin, Lixia Luo, Xiaotong Han, Mingguang He, Lei Zhang
2024 J jnl
Decoding the genetic comorbidity network of Alzheimer's disease.
BioData Min.
Xueli Zhang, Dantong Li, Siting Ye, Shunming Liu, Shuo Ma, Min Li, Qiliang Peng, Lianting Hu, Xianwen Shang, Mingguang He, Lei Zhang
2024 J jnl
Economic evaluation for medical artificial intelligence: accuracy vs. cost-effectiveness in a diabetic retinopathy screening case.
npj Digit. Medicine
Yueye Wang, Chi Liu, Wenyi Hu, Lixia Luo, Danli Shi, Jian Zhang, Qiuxia Yin, Lei Zhang, Xiaotong Han, Mingguang He
2023 J jnl
EBD: an eye biomarker database.
Bioinform.
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
2022 J jnl
Early Melanoma Diagnosis With Sequential Dermoscopic Images.
IEEE Trans. Medical Imaging
Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2022 — conf
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
MICCAI (3)
Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2022 J jnl
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.
CoRR
Zhen Yu, Toàn D. Nguyên, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
2021 J jnl
Early Melanoma Diagnosis with Sequential Dermoscopic Images.
CoRR
Zhen Yu, Jennifer Nguyen, Toàn D. Nguyên, John Kelly, Catriona A. McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
2021 — conf
End-to-End Ugly Duckling Sign Detection for Melanoma Identification with Transformers.
MICCAI (7)
Zhen Yu, Victoria Mar, Anders Eriksson, Shakes Chandra, C. Paul Bonnington, Lei Zhang, Zongyuan Ge
2021 J jnl
Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation.
CoRR
Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai
2021 J jnl
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training.
CoRR
Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang
2020 J jnl
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images.
CoRR
Zhen Yu, Jennifer Nguyen, Xiaojun Chang, John Kelly, Catriona A. McLean, Lei Zhang, Victoria Mar, Zongyuan Ge
2020 J jnl
Transportation, germs, culture: a dynamic graph model of COVID-19 outbreak.
Quant. Biol.
Xiaofei Yang, Tun Xu, Peng Jia, Han Xia, Li Guo, Lei Zhang, Kai Ye
2019 J jnl
DeepHINT: understanding HIV-1 integration via deep learning with attention.
Bioinform.
Hailin Hu, An Xiao, Sai Zhang, Yangyang Li, Xuanling Shi, Tao Jiang, Linqi Zhang, Lei Zhang, Jianyang Zeng
2017 J jnl
TITER: predicting translation initiation sites by deep learning.
Bioinform.
Sai Zhang, Hailin Hu, Tao Jiang, Lei Zhang, Jianyang Zeng
2016 — conf
A Comparative Study of Biology-Inspired Algorithms Applied to Swarm Robots Target Searching.
ICSI (2)
Qirong Tang, Lei Zhang, Wei Luo, Lu Ding, Fangchao Yu, Jian Zhang
2016 J jnl
Logistic regression model can reduce unnecessary artificial liver support in hepatitis B virus-associated acute-on-chronic liver failure: decision curve analysis.
BMC Medical Informatics Decis. Mak.
Gang Qin, Zhao-Lian Bian, Yi Shen, Lei Zhang, Xiao-Hong Zhu, Yan-Mei Liu, Jian-Guo Shao
2015 J jnl
Zero-Correlation Linear Cryptanalysis of Reduced-Round SIMON.
J. Comput. Sci. Technol.
Xiao-Li Yu, Wen-Ling Wu, Zhen-Qing Shi, Jian Zhang, Lei Zhang, Yanfeng Wang