- Article
Deep Learning-Based Multi-Class Body Fluid Cell Type Classification: A Comparative Evaluation of Image Enhancement Techniques
- Tanatorn Tanantong,
- Kanyarat Kanchanaphayak,
- Nittaya Chemkomnerd,
- Nawarerk Chalarak,
- Krittakom Srijiranon,
- Chollanot Kaset,
- Kitiya Tanantong and
- Pokpong Songmuang
Accurate classification of cells from body fluid specimens can support cytological analysis, but microscopic images often present challenges such as low contrast, unclear boundaries, staining variation, class imbalance, and overlapping morphology. Th...