Research
ReLViT + YOLO AML
Published
- Problem
- Classification and detection of acute myeloid leukemia on bone marrow images with complex structure and overlapping intensity.
- Method
- Residual learning-based vision transformer (ReLViT) for classification, with GAN-enhanced YOLO for region-of-interest detection.
- Modality
- Bone marrow microscopy
Related paper
Acute myeloid leukemia classification using ReLViT and detection with YOLO enhanced by adversarial networks on bone marrow images
Madiha Hameed, Muhammad Asif Zahoor Raja, Aneela Zameer, Hafsa Shareef Dar, Ala Saleh Alluhaidan, Romana Aziz
Scientific Reports, 2025
doi:10.1038/s41598-025-17891-5