Particle Detection in Bone Marrow Using CNNs and Transformer Networks
The critical role of hematological stem cells, concentrated in bone marrow, in disease diagnosis makes the detection of these cells an imperative task. The current process, however, is slow and heavily reliant on expert interpretation, underscoring the need for automation. In this thesis, we collected a 20x microscopy dataset of real and fake bone marrow particles and fine-tuned several CNNs and T
