Exploration of a Multimodal Machine Learning Model Integrating Ultrasound and Clinical Indicators for the Diagnosis of Diabetic Peripheral Neuropathy
The RF model demonstrated optimal performance for DPN prediction and shows significant potential for clinical application in DPN risk assessment.
Authors
- Kang Wu (ORCID: https://orcid.org/0000-0002-9024-795X)
- Wei Chen (ORCID: https://orcid.org/0009-0000-0883-2547)
- Bo‐yu She
- Zhen‐han Lai
- Meng‐lu Song
Institutions
- Fujian Medical University (CN)
- Zhangzhou Municipal Hospital of Fujian Province (CN)
Publication Details
- Journal
- Journal of Ultrasound in Medicine
- Published
- 2026-03-20
- DOI
- https://doi.org/10.1002/jum.70237
- Primary Topic
- Diabetic Foot Ulcer Assessment and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00