Support Vector Machine for Stratification of Cognitive Impairment Using 3D T1WI in Patients with Type 2 Diabetes Mellitus
The SVM model based on MRI radiomics exhibits high efficacy in the diagnosis of cognitive dysfunction and evaluation of its severity among patients with T2DM.
Authors
- Zhigao Xu (ORCID: https://orcid.org/0000-0002-4485-8928)
- Milan Cao
- Guojiang Zhang (ORCID: https://orcid.org/0009-0008-2546-5994)
- Lili Zhao (ORCID: https://orcid.org/0000-0002-6366-8206)
- Yan Liu (ORCID: https://orcid.org/0000-0003-4881-8429)
- Xiaohui Liu (ORCID: https://orcid.org/0000-0001-7391-5058)
- Lei Yin (ORCID: https://orcid.org/0000-0002-6983-2337)
- Feng Long Gu (ORCID: https://orcid.org/0000-0002-8141-6774)
Institutions
- Changzhi Medical College (CN)
- The Third People's Hospital of Dalian City (CN)
Publication Details
- Journal
- Diabetes Metabolic Syndrome and Obesity
- Published
- 2025-02-01
- DOI
- https://doi.org/10.2147/dmso.s480317
- Primary Topic
- Brain Tumor Detection and Classification
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Health Commission of Shanxi Province