About this document
Man Dal 2019 by sivayroy423 is a document available to read on EtoBox.
The document presents a machine learning-based system for the automatic detection of Acute Lymphoblastic Leukemia (ALL) cancer cells using image processing techniques. It details the methodology, including pre-processing, feature extraction, and classification model building, achieving an F1 score of 85.6% with Gradient Boosting Decision Tree classifiers. The study emphasizes the significance of features like adjacent nuclei and shape irregularity in improving detection accuracy.
- Author
- sivayroy423
- Language
- EN