Brain image analysis by using support vector machine (svm) method
Journal Title: International Journal of Allied Medical Sciences and Clinical Research - Year 2019, Vol 7, Issue 1
Abstract
Research on image analysis of the brain with Support Vector Machine method had been carried out through image processing using matlab software. The CT Scan image data was entered using the “imread” command then preprocessing was performed to eliminate noise with the mean method (multiplication operation between matrix components). After the pre-processing, image histogram analysis was carried out to find out the distribution of pixel intesity values on the image. The final step was calculating the mean and standard deviations specified with all pixel value calculation on every brain image. Value calculation the mean and standar deviation were carried out to 7 normal images and 7 brain tumor images. Mean and standar deviation calculation were used as a parameter to determine normal class and brain tumor class with SVM classification. The calculation results of he normal images have mean values with the range from 65.45 until 88.50 and standard deviation values with the range from 44.41 until 49.50, where as the brain tumor images have mean values with range from 69.46 until 93.29 and standard deviation values with range from 50.05 until 61.60. Therefore, the results of this study show that the mean and standar deviation of brain tumor images is greater than the normal images
Authors and Affiliations
Lilis Suliani
Keywords
Related Articles
- EP ID EP537001
- DOI -
- Views 69
- Downloads 0
Pachygyria: A Neurological Migration Disorder
Pachygyria is a neuronal migration disorder characterized by thick convulsions on cerebral cortex and brain has few gyri. It leads to mental retardation. It is also known as Macrogyria. It is considered as a rare disease...
Method development and validation of dabigatran in pharmaceutical dosage form by RP- HPLC method Download Article
A simple precise, accurate method was developed and validated by reversed phase high performance liquid chromatography method used for the estimation of Dabigatran in bulk and pharmaceutical dosage form. It is reversed p...
Synthesis and anti-inflammatory activity of some pyrazolone derivatives
Pyrazolone is a ketone derivative of pyrazole having anti inflammatory, analgesic, antipyretic effect. Pyrazolone is a five- membered lactam ring compound contacting two nitrogen and ketone in the same molecule. Pyrazolo...
Added effect of fascia taping technique on pain and foot function in patients with plantarfasciitis
The purpose of this study is to investigate the added effect of fascia taping technique on pain and foot function in patients with plantarfasciitis using VAS and FFI scores respectively. Plantarfasciitis has become one o...
Added effect of proximal fibular glide in subjects with knee osteoarthritis
Background and Aim Knee osteoarthritis (OA) produces significant changes in health-related quality of life, physical, mental and social components of health. Aim of the study is to find the effectiveness of tibio-fibular...