Publications by authors named "Phalgunendra Reddicherla"
Segmentation and Classification of White Blood Cells Using the UNet.
Contrast Media Mol Imaging
August 2022
Article Synopsis
- Plasma cells, derived from B lymphocytes in the bone marrow, are important white blood cells that produce antibodies, helping combat bacteria and viruses and prevent inflammation.
- The study presents a new model combining ResNet and UNet networks for effective segmentation and analysis of white blood cells (leukocytes) from blood samples, overcoming challenges in image processing.
- Experimental results demonstrate that this model achieves approximately 96% segmentation accuracy, outperforming previous methods like DeepLabV3+ and ResNet-50 in diagnosing blood diseases.