Chula-WBC-15 Dataset

An expanded version of Chula-WBC-8 introduced in the paper "Mamba-Based Ensemble learning for White Blood Cell Classification"

Accompanying GitHub repository available here

Comprises 15 White Blood Cell Classes:

• SNE (Segmented-form Neutrophils): 1962
• Lymphocyte: 1253
• Monocyte: 567
• BNE (Banded-form Neutrophils): 537
• Eosinophil: 157
• Myeloblast: 156
• Basophil: 93
• Metamyelocyte: 83
• Myelocyte: 73
• Atypical Lymphocyte: 48
• Promyelocyte: 31
• Monoblast: 13
• Smudge Cell: 2
• Lymphoblast: 2
• Giant Platelet: 1

Citation

If you use this dataset or related work, please cite our paper:

@misc{clifton2025mambawbc,
  title        = {Mamba‐Based Ensemble learning for White Blood Cell Classification},
  author       = {Lewis Clifton and Xin Tian and Duangdao Palasuwan and Phandee Watanaboonyongcharoen and Ponlapat Rojnuckarin and Nantheera Anantrasirichai},
  year         = {2025},
  howpublished = {arXiv preprint arXiv:2504.11438},
  url          = {https://arxiv.org/abs/2504.11438}
}

Contributors

• @LewisClifton
• @pui-nantheera