• We are available for your help 24/7
  • Email: info@isindexing.com, submission@isindexing.com


Paper Details

REVIEW: DETECTION OF TYPES OF ACUTE LEUKEMIA?

SHRUTIKA MAHAJA, SNEHAL S. GOLAIT, ASHWINI MESHRAM, NILIMA JICHLKAN

Journal Title:International Journal of Computer Science and Mobile Computing - IJCSMC
Abstract


The proposed system uses features of microscopic images by examining changes like texture, geometry, color and statistical analysis of images. These changes will be used as a classifier input. The presented method shows how effective an automatic morphological method to identify the Acute Lymphocytic Leukemia (ALL) by microscope images of blood samples. At first the system individuates the leucocytes present in others blood cells, after that it recognizes the lymphocyte cells (cells that causes acute leukemia), evaluation regarding morphological indexes from those cells is done and finally classification for the presence of the leukemia is done. This also includes 2D PCA for the feature extraction along with separation of nucleus and cytoplasm and other cellular features.

Download