About this document
Blood Cancer Management Techniques by Swarna Rose is a document available to read on EtoBox.
The document discusses techniques for recognizing and classifying types of blood cancer (leukemia) from microscopic cell images using machine learning methods. Specifically, it proposes using support vector machines, k-nearest neighbors, and deep learning models like convolutional neural networks to identify and arrange images of acute lymphoblastic leukemia. Validation tests on blood smear images achieved 98% accuracy for classification using convolutional neural networks.
- Author
- Swarna Rose
- Language
- EN