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Deep learning CT model for stratified diagnosis of pancreatic cystic neoplasms: multicenter development, validation, and real-world clinical impact

Crossref DOI link: https://doi.org/10.1038/s41746-025-01970-y

Published Online: 2025-10-13

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Yuan, Xiaohan

Chen, Chengwei

Shi, Zhang

Liu, Wenbin

Zhang, Xinyue

Yang, Ming

Zhu, Mengmeng

Yu, Jieyu

Liu, Fang

Li, Jing

Zhang, Yunshuo

Jiang, Hui

Chen, Bozhu

Lu, Jianping

Shao, Chengwei

Bian, Yun
Funding

Funding for this research was provided by:

National Science Foundation for Scientists of China (81871352, 82171915, 82171930, 82271972 82371955,62402501, and 82202125, 81871352, 82171915, 82171930, 82271972 82371955,62402501, and 82202125, 81871352, 82171915, 82171930, 82271972 82371955,62402501, and 82202125, 81871352, 82171915, 82171930, 82271972 82371955,62402501, and 82202125, 81871352, 82171915, 82171930, 82271972 82371955,62402501, and 82202125)

Funding for Clinical Trials from the Affiliated Drum Tower Hospital, Medical School of Nanjing University (grant number 2022-YXZX-YX-07)

The Natural Science Foundation of Shanghai Science and Technology Innovation Action Plan (21ZR1478500, 21Y11910300)

Clinical Research Plan of SHDC (SHDC2022CRD028, SHDC2022CRD028)

Shanghai Municipal Health Commission Seed Program for Research and Translation of Medical New Technologies Projec (2024ZZ1015)

Plan for Promoting Scientific Research Paradigm Reform and Enhancing Disciplinary Advancement through Artificial Intelligence (2025SHJW1717)
License Information

Text and Data Mining valid from 2025-10-13

Version of Record valid from 2025-10-13
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Article History

Received: 21 February 2025

Accepted: 20 August 2025

First Online: 13 October 2025

Competing interests

: The authors declare no competing interests.

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