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A machine learning-based framework for prognostic prediction and tumor microenvironment characterization of locally advanced cervical cancer with concurrent chemoradiotherapy

Crossref DOI link: https://doi.org/10.1038/s41698-025-01234-8

Published Online: 2025-12-12

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

Authors

Feng, Yue

Sun, Zijian

Li, Yuqiang

Wang, Fang

Li, Qiyang

Ma, Jiahui

Zhang, Xiaoyong

Ye, Hui

Lv, Xiaojuan

Wang, Zhao

Shi, Lei

Zhang, Zhen

Song, Jiayu

Feng, Tao

Li, Haowen

Xu, Chunwei

Wang, Yihan

Tian, Jingkui

Zhang, Yunyan

Shi, Liting

Lou, Hanmei

Zhu, Wei
Funding

Funding for this research was provided by:

grants-in-aid for scientific research from the National Natural Science Foundation of China (82405091)

Natural Science Foundation of Zhejiang Province (Q24H290031)

Zhejiang Province Traditional Chinese Medicine Science and Technology Project (GZY-ZJ-KJ-24063)

Zhejiang Province Traditional Chinese Medicine Key Laboratory Project (GZY-ZJ-SY-2303)

Leading Talents of Health Profession Training Project of Zhejiang Province (WS2022LJ02)
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Text and Data Mining valid from 2025-12-12

Version of Record valid from 2026-01-19
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Article History

Received: 12 February 2025

Accepted: 29 November 2025

First Online: 12 December 2025

Competing interests

: The authors declare no competing interests.

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