Brain Cancer Risk Prediction Tool using Data Mining

Abstract

Cancer Detection is still challenging for the upgraded and modern medical technology. Evan now the actual reason and total curing procedure of cancer is not invented .After researching a lot statistical analysis which is based on those people whose are affected in brain cancer some general Risk factors and Symptoms have been discovered. The development of technology in science day night tries to develop new methods of treatment. According to a developing country like Bangladesh it is very difficult to bear hug amount of cost for treatment of brain cancer. But it is very easy to protest brain cancer before affected and reduce treatment cost. But the number of brain cancer patients is increasing rapidly in Bangladesh lack of education, money and consciousness. Dreadful, costly and fatal brain cancer also depends on some factors that are known risk factors of brain cancer like other cancers. The detection of Skin Cancer from some important risk factors is a multi-layered problem. Initially according to those risk factors 150 people's data is obtained from different diagnostic centre which contains both cancer and non-cancer patients' information and collected data is pre-processed for duplicate and missing information. After pre-processing data is clustered using K-means clustering algorithm for separating relevant and non-relevant data to Brain Cancer. Next significant frequent patterns are discovered using Pattern Decomposition algorithm shown in Table 1. Finally implement a system using java to predict Brain Cancer risk level which is easier, cost reducible and time saveable.

Hazardous Consequences of Polygamy, Contraceptives and Number of Childs on cervical cancer in a low incoming country: Bangladesh

“…In [16] the lung cancer risk facotrs were determined by P-value, odds-ratio, frequencies and sensitivity. Here in our analysis P-value and association among cervical cancer with various factors has been enumerated by χ2 -test after the pre-processing of the collected data.…”

“…In some cases several databases, algorithms, induction techniques are used for the prediction of cervical cancer risk factors [13]. Some researchers used data mining to predict cancer risk [14][15][16][17][18]. Some used statistical approaches like correlation, chi-square test and regression analysis with confidence interval and P-value.…”

Automated Brain Tumor Detection in Medical Brain Images and Clinical Parameters using Data Mining Techniques: A Review

“…They further separated the results in two sections, one which they held the significant frequent patterns discovering part and another one prediction tool to brain cancer. This proposed method was implemented using java and can efficiently and successfully predict the brain cancer [11].…”

Enhancing Privacy and Security in Personalized Web Search

“…Jesmin et alin [10], has given is very easy to protest brain cancer before affected and reduce treatment cost. Implement software through online so that any person can easily check their brain cancer risk level.…”