Development of a transformer-based deep learning algorithm for diabetic peripheral neuropathy classification using corneal confocal microscopy images
Transformer-based networks outperform CNN-based networks in rapid binary DPN classification. Transformer-based DLAs have clinical DPN screening potential.
Authors
- Jianzhang Hu (ORCID: https://orcid.org/0000-0003-0610-7856)
- Yuyang Deng
- Woei‐Luen Chen (ORCID: https://orcid.org/0000-0002-3607-789X)
- Danling Liao
Institutions
- Fujian Medical University (CN)
- Union Hospital (CN)
Publication Details
- Journal
- Frontiers in Cell and Developmental Biology
- Published
- 2024-10-14
- DOI
- https://doi.org/10.3389/fcell.2024.1484329
- Citations
- 7
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 2.83