Deep learning-based system for automatic identification of benign and malignant eyelid tumours
The deep learning-based system shows significant potential in improving the diagnosis of eyelid tumours, providing a reliable and efficient tool for clinical practice. Future work will validate the model with more extensive and diverse datasets and integrate it into clinical workflows for real-time diagnostic support.
Authors
- Ludwig M. Heindl (ORCID: https://orcid.org/0000-0002-4413-6132)
- Martine J. Jager (ORCID: https://orcid.org/0000-0003-2261-3820)
- Wanlin Fan (ORCID: https://orcid.org/0000-0001-7143-6707)
- Weiwei Dai (ORCID: https://orcid.org/0000-0003-3375-0249)
Institutions
- University of Cologne (DE)
- Leiden University Medical Center (NL)
- University Hospital Cologne (DE)
- He Eye Hospital (CN)
Publication Details
- Journal
- British Journal of Ophthalmology
- Published
- 2025-05-10
- DOI
- https://doi.org/10.1136/bjo-2025-327127
- Primary Topic
- Nonmelanoma Skin Cancer Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00