PRISM classifies Acute Lymphoblastic Leukemia in blood smears by extracting features from perinuclear ring zones around nuclei, achieving 98.46% accuracy and 0.9937 precision-recall AUC without explicit cell boundary detection.
A survey on automated detection and classification of acute leukemia and WBCs in microscopic blood cells
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PRISM: Perinuclear Ring-based Image Segmentation Method for Acute Lymphoblastic Leukemia Classification
PRISM classifies Acute Lymphoblastic Leukemia in blood smears by extracting features from perinuclear ring zones around nuclei, achieving 98.46% accuracy and 0.9937 precision-recall AUC without explicit cell boundary detection.