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Semi-Supervised Learning with Adaptive Pseudo-Label Selection and Correction for Predicting Overall Survival Time of Esophageal Cancer

Hailin Yue Hulin Kuang Jin Liu Junjian Li Jie Zhu Xiaoding Zhou Pei Yang Qifeng Wang Jianxin Wang

大数据挖掘与分析（英文版）2026，Vol.9Issue(1)：295-313,19.

大数据挖掘与分析（英文版）2026，Vol.9Issue(1)：295-313,19.DOI:10.26599/BDMA.2025.9020058

Semi-Supervised Learning with Adaptive Pseudo-Label Selection and Correction for Predicting Overall Survival Time of Esophageal Cancer

Hailin Yue ¹Hulin Kuang ¹Jin Liu ¹Junjian Li ¹Jie Zhu ²Xiaoding Zhou ²Pei Yang ³Qifeng Wang ²Jianxin Wang¹

作者信息

1. Hunan Provincial Key Lab on Bioinformatics,School of Computer Science and Engineering,Central South University,Changsha 410083,China
2. Radiation Oncology,Sichuan Cancer Center,Affiliated Cancer Hospital of University of Electronic Science and Technology of China,Chengdu 610000,China
3. Department of Radiation Oncology,Hunan Cancer Hospital,Central South University,Changsha 410083,China
折叠

摘要

关键词

esophageal cancer/Overall Survival time(OStime)/semi-supervised learning/censored data

Key words

esophageal cancer/Overall Survival time(OStime)/semi-supervised learning/censored data

引用本文复制引用

Hailin Yue,Hulin Kuang,Jin Liu,Junjian Li,Jie Zhu,Xiaoding Zhou,Pei Yang,Qifeng Wang,Jianxin Wang..Semi-Supervised Learning with Adaptive Pseudo-Label Selection and Correction for Predicting Overall Survival Time of Esophageal Cancer[J].大数据挖掘与分析（英文版）,2026,9(1):295-313,19.

基金项目

This work was supported by the National Natural Science Foundation of China(No.U24A20256),the Radiation Oncology Key Laboratory of Sichuan Province Open Fund(No.2024ROKF02),the Natural Science Foundation of Hunan Province(No.2025JJ50374),and the Fundamental Research Funds for the Central Universities of Central South University(No.2024ZZTS0106).This work was carried out in part using computing resources at the High-Performance Computing Center of Central South University,China. （No.U24A20256）

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