Accurate screening of patients with diabetes based on physical examination: pancreas imaging features from chest CT and laboratory data
The diagnostic model based on chest CT pancreatic radiomics features and laboratory data has a very high diagnostic efficiency, which is accurate and reliable for the initial screening of DM patients. This method will facilitate early diagnosis of those individuals with DM who may have been missed.
Authors
- Yiqiong Liang
- Zhou Huang (ORCID: https://orcid.org/0000-0002-1255-1913)
- Fengming Xu (ORCID: https://orcid.org/0000-0003-3992-1352)
- Jianguo Wu (ORCID: https://orcid.org/0000-0002-1182-3024)
- Jixing Yi
- Bumin Liang
- Qing Feng
- Xuwei Liu (ORCID: https://orcid.org/0009-0000-5319-1160)
- Haiwei Yan (ORCID: https://orcid.org/0009-0002-0314-4109)
- Hao Wu (ORCID: https://orcid.org/0000-0002-0858-8430)
- Tao Li (ORCID: https://orcid.org/0000-0001-6689-2951)
- Chen Jin (ORCID: https://orcid.org/0000-0002-4330-9716)
- Shu Li (ORCID: https://orcid.org/0000-0002-5572-9099)
- Jingyi Lin (ORCID: https://orcid.org/0009-0003-3645-846X)
- Eqing Yang
Institutions
- Guangxi Medical University (CN)
- Liuzhou Maternal and Child Health Hospital (CN)
- Liuzhou General Hospital (CN)
- The People's Hospital of Guangxi Zhuang Autonomous Region (CN)
- Guangxi Zhuang Autonomous Region Brain Hospital (CN)
- Fourth Affiliated Hospital of Guangxi Medical University (CN)
- Hangzhou Hospital of Traditional Chinese Medicine (CN)
- Riverside Hospital of Guangxi Zhuang Autonomous Region (CN)
Publication Details
- Journal
- Frontiers in Endocrinology
- Published
- 2025-11-26
- DOI
- https://doi.org/10.3389/fendo.2025.1698247
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00