Automatic White Blood Cell Measuring Aid for Medical Diagnosis

12/03/2013
by   Pramit Ghosh, et al.
0

Blood related invasive pathological investigations play a major role in diagnosis of diseases. But in India and other third world countries there are no enough pathological infrastructures for medical diagnosis. Moreover, most of the remote places of those countries have neither pathologists nor physicians. Telemedicine partially solves the lack of physicians. But the pathological investigation infrastructure can not be integrated with the telemedicine technology. The objective of this work is to automate the blood related pathological investigation process. Detection of different white blood cells has been automated in this work. This system can be deployed in the remote area as a supporting aid for telemedicine technology and only high school education is sufficient to operate it. The proposed system achieved 97.33 percent accuracy for the samples collected to test this system.

READ FULL TEXT

page 1

page 2

page 4

page 5

research
12/03/2013

Medical Aid for Automatic Detection of Malaria

The analysis and counting of blood cells in a microscope image can provi...
research
06/26/2023

A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images

White blood cells, also known as leukocytes are group of heterogeneously...
research
06/23/2021

Multi-Class Classification of Blood Cells – End to End Computer Vision based diagnosis case study

The diagnosis of blood-based diseases often involves identifying and cha...
research
08/10/2021

Matching Algorithms for Blood Donation

Global demand for donated blood far exceeds supply, and unmet need is gr...
research
06/12/2019

High Accuracy Classification of White Blood Cells using TSLDA Classifier and Covariance Features

Creating automated processes in different areas of medical science with ...
research
06/23/2023

WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes

The examination of blood samples at a microscopic level plays a fundamen...

Please sign up or login with your details

Forgot password? Click here to reset