A meta-learning-based robust federated learning for diagnosing lung adenocarcinoma and tuberculosis granulomas

Authors

Yehang Chen (ORCID: https://orcid.org/0009-0002-3724-3957)
Qinggeng Jin (ORCID: https://orcid.org/0000-0001-8246-8659)
Qinghui Hu (ORCID: https://orcid.org/0000-0002-0372-443X)
Huan Lin (ORCID: https://orcid.org/0000-0002-0805-6899)
Haoyang Zhou
Yuting Ke (ORCID: https://orcid.org/0000-0003-0755-0737)
Yuyao Chen (ORCID: https://orcid.org/0000-0001-6458-1412)
Wansheng Long (ORCID: https://orcid.org/0000-0002-1331-1858)
Jun Xu (ORCID: https://orcid.org/0000-0002-4133-2533)
Lei Liu (ORCID: https://orcid.org/0000-0002-9995-9080)
Qiong Li (ORCID: https://orcid.org/0009-0006-5872-2446)
Xiaohong Chen (ORCID: https://orcid.org/0000-0002-9797-8384)
Bao Feng (ORCID: https://orcid.org/0000-0001-6389-8055)
Kunwei Li (ORCID: https://orcid.org/0000-0001-5118-8013)

Institutions

Guangxi University (CN)
Sun Yat-sen University (CN)
Guangdong Medical College (CN)
Guilin University of Aerospace Technology (CN)
Fifth Affiliated Hospital of Sun Yat-sen University (CN)
Sun Yat-sen University Cancer Center (CN)
Jiangmen Central Hospital (CN)
Nanxi Mountain Hospital (CN)
Guangdong Provincial People's Hospital (CN)
Affiliated Hospital of Guangdong Medical College Hospital (CN)
Artificial Intelligence in Medicine (Canada) (CA)

Publication Details

Journal: Frontiers in Oncology
Published: 2025-09-26
DOI: https://doi.org/10.3389/fonc.2025.1666937
Primary Topic: Radiomics and Machine Learning in Medical Imaging
Type: article
Field-Weighted Citation Impact: 0.00

Funders

National Natural Science Foundation of China

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article

A meta-learning-based robust federated learning for diagnosing lung adenocarcinoma and tuberculosis granulomas

Yehang Chen, Qinggeng Jin, Qinghui Hu, Huan Lin et al.

Sep 26, 2025

Frontiers in Oncology

Radiomics and Machine Learning in Medical Imaging

article

A meta-learning-based robust federated learning for diagnosing lung adenocarcinoma and tuberculosis granulomas

Yehang Chen, Qinggeng Jin, Qinghui Hu, Huan Lin, Haoyang Zhou, Yuting Ke, Yuyao Chen, Wansheng Long, Jun Xu, Lei Liu, Qiong Li, Xiaohong Chen, Bao Feng, Kunwei Li

September 26, 2025article en

Abstract

No abstract available for this paper.

Frontiers in OncologyVol. 15

Guangxi University (CN), Sun Yat-sen University (CN), Guangdong Medical College (CN), Guilin University of Aerospace Technology (CN), Fifth Affiliated Hospital of Sun Yat-sen University (CN), Sun Yat-sen University Cancer Center (CN), Jiangmen Central Hospital (CN), Nanxi Mountain Hospital (CN), Guangdong Provincial People's Hospital (CN), Affiliated Hospital of Guangdong Medical College Hospital (CN), Artificial Intelligence in Medicine (Canada) (CA)

National Natural Science Foundation of China

Openalex Percentile: Top 61%

Radiomics and Machine Learning in Medical Imaging

DOI Open Access PDF OpenAlex

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