Mobile Based Image Analysis System for Cervical Cancer Detection

Description

Download Mobile Based Image Analysis System for Cervical Cancer Detection. Computer Science students who are writing their projects can get this material to aid their research work.

Abstract

Cervical cancer is the third major killer disease in developed and developing countries. Whereas screening and other preventive measures reduce the mortality rate in developed countries, mortality rates still remain very high in developing countries.

This project focuses on the analysis of a digital image of the cervix; captured with a low-level camera, under a contrast agent: the visual inspection with acetic acid (VIA) is known as one of the reference methods to detect cervical cancer.

Gaussian and mean filter techniques were used to remove the speckles. A segmentation algorithm was used to isolate the region of interest (ROI) from the image. Additionally a canny edge detection algorithm was used to find edges.

Furthermore, quantification and classification of the images were done. An Android application was used to integrate all the above. This allows usage in rural settings.

The results obtained were quite satisfactory (Specificity 79% and Sensitivity of 83%).

Introduction

Cervical cancer is one of the curable types of cancers in women if detected early. Most cases of cervical cancer are caused as a result of infection with certain types of Human Papillomavirus (HPV) [4, 6].

Although women who have early exposure to sexual relationships and those with multiple sexual partners are at high risk of contracting HPV and eventually, cervical cancer, it is however possible for a woman to be infected with HPV even if she has had only one sexual partner.

In the developed nations, women above the age of 30, who are at high risk of HPV infection, are given HPV vaccines, to reduce the chances of having the disease [4].

Traditionally, optical tests such as VIA, cervicography and colposcopy that employ direct visual examination of the cervix, are becoming popular as a diagnostic tool.

Healthcare professionals study the cervix at about one minute after applying the 5% acetic acid to the cervix area. Acetowhite region (AW), which is the suspected region of cervix, and other vascular abnormalities such as mosaicism, punctuation and vasculature may appear [4].

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