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About 8.nagabhushana - Nagabhushanrm@
This document summarizes a research paper that proposes a method for automatically detecting lymphoblasts (immature white blood cells that indicate leukemia) from microscopic blood images. The method involves segmenting the nucleus of white blood cells using Otsu's thresholding and morphological operations. Features are then extracted from the segmented nuclei and classified using an SVM classifier to identify lymphoblasts and detect leukemia. The goal is to develop a fast, accurate and automatic method for analyzing blood cells as manual classification by hematologists is time-consuming, expensive and error-prone. The proposed segmentation and classification approach could help support medical diagnosis of diseases like acute lymphoblastic leukemia.
Detailed Information
| Author: | ['Ademar Alves Trindade'] |
|---|---|
| Publication Year: | 2015 |
| Pages: | 5 |
| Language: | English |
| Format: | |
| Price: | FREE |
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