BloodImage: Benchmarking vision transformers for blast detection in digital blood films using public and clinical datasets

Our findings support the viability of ViTs for clinical integration in blood film analysis. Augmentation, advanced data splitting, and Gaussian downsampling enhance model generalization, offering a promising strategy for resource-limited or high-throughput diagnostic environments.