A Robust Approach to Early Glaucoma Identification from Retinal Fundus Images using Dirichlet-based Weighted Average Ensemble and Bayesian Optimization
The integration of ensemble learning (EL) and advanced optimization techniques significantly improved the ACC of GD in RFIs. The enhanced WAE method proved to be a critical factor in achieving well-balanced and highly accurate diagnostic performance, underscoring the importance of EL in medical diagnosis.
Authors
- Zhitao Xiao (ORCID: https://orcid.org/0000-0003-2444-9198)
- Chunyan Shan (ORCID: https://orcid.org/0000-0002-0442-1983)
- Mohamed Mouhafid (ORCID: https://orcid.org/0000-0003-1623-9115)
- Yatong Zhou (ORCID: https://orcid.org/0000-0001-8893-1421)
Institutions
- Hebei University of Technology (CN)
- Tiangong University (CN)
- Tianjin Medical University (CN)
Publication Details
- Journal
- Current Medical Imaging Formerly Current Medical Imaging Reviews
- Published
- 2025-02-28
- DOI
- https://doi.org/10.2174/0115734056335762250128095107
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00