CINPred: a risk prediction tool for cervical intraepithelial neoplasia

A novel CatBoost-based risk prediction tool for CIN (CINPred) has been developed and it can be accessed through the website at: https://medinfo.hebeu.edu.cn/shiny/CINPred/. CINPred can be used as a quick screening tool to assess CIN risk, offering significant benefits for the development of personalized treatment plans.

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Publication Details

Journal
Frontiers in Oncology
Published
2026-02-10
DOI
https://doi.org/10.3389/fonc.2026.1702579
Primary Topic
Cervical Cancer and HPV Research
Type
article
Field-Weighted Citation Impact
0.00
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article

CINPred: a risk prediction tool for cervical intraepithelial neoplasia

JiaXuan Gu, Lin Du, Penghui Li, Saicong Lu et al.
Frontiers in Oncology
Cervical Cancer and HPV Research
article

CINPred: a risk prediction tool for cervical intraepithelial neoplasia

JiaXuan Gu, Lin Du, Penghui Li, Saicong Lu, Feng Tian, Qiao Wang, Tingting Zhao, Aili Li, Feifei Zhao, Zhen Wang
article en

Abstract

A novel CatBoost-based risk prediction tool for CIN (CINPred) has been developed and it can be accessed through the website at: https://medinfo.hebeu.edu.cn/shiny/CINPred/. CINPred can be used as a quick screening tool to assess CIN risk, offering significant benefits for the development of personalized treatment plans.

Frontiers in OncologyVol. 16
Hebei University of Engineering (CN), Hebei Medical University (CN), Handan College (CN), Shanghai Ninth People's Hospital (CN), Wipro (Singapore) (SG)
Gender equality
Openalex Percentile: Top 60%
Cervical Cancer and HPV Research
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