Brain tau PET-based identification and characterization of subpopulations in patients with Alzheimer's disease using deep learning-derived saliency maps

Authors

• Yanxiao Li, University of Sydney
• Xiuying Wang, University of Sydney
• Qi Ge, United Imaging Healthcare Group Co., Ltd
• Manuel B Graeber, University of Sydney
• Shaozhen Yan, Capital Medical University
• Jian Li, Central South University
• Shuyu Li, Beijing Normal University
• Wenjian Gu, United Imaging Healthcare Group Co.
• Shuo Hu, Central South University
• Tammie L S Benzinger, Washington University School of Medicine in St. Louis
• Jie Lu, Capital Medical University
• Yun Zhou, ShanghaiTech University

Journal

EJNMMI Physics

Publication Date

6-9-2025

Volume

12

Issue

1

First Page

55

Document Type

Open Access Publication

DOI

10.1186/s40658-025-00761-4

Rights and Permissions

Li, Y., Wang, X., Ge, Q. et al. Brain tau PET-based identification and characterization of subpopulations in patients with Alzheimer’s disease using deep learning-derived saliency maps. EJNMMI Phys 12, 55 (2025). https://doi.org/10.1186/s40658-025-00761-4 This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

Recommended Citation

Li, Yanxiao; Wang, Xiuying; Ge, Qi; Graeber, Manuel B; Yan, Shaozhen; Li, Jian; Li, Shuyu; Gu, Wenjian; Hu, Shuo; Benzinger, Tammie L S; Lu, Jie; and Zhou, Yun, "Brain tau PET-based identification and characterization of subpopulations in patients with Alzheimer's disease using deep learning-derived saliency maps." EJNMMI Physics. 12, 1. 55 (2025).
https://digitalcommons.wustl.edu/oa_4/6901

Department

ICTS (Institute of Clinical and Translational Sciences)

Additional Links

Supplemental material is available for this article at publisher site.