ISSN 2394-5125
 

Review Article 


A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya.

Abstract
Medical image processing is highly a vital task in the field of health informatics. Various techniques are used to process the images captured using methods like Medical Resonance Imaging (MRI), Computed Tomography(CT), Positron Emission Tomography (PET) and the process includes, denoising, feature extraction, segmentation and classification. Different methods are implemented for every process. Process of eliminating noise from an acquired image is termed as denoising and various filters are designed for the same. Different features like local binary pattern, gray level similarity are extracted for segmentation process. Clustering algorithms like fuzzy-c-means, fuzzy-k-means algorithms are used for image segmentation. Particle Swarm Optimization (PSO), convolutional neural networks are also used for the purpose of image segmentation. Performance of these methods are compared using various performance evaluation metrics like, precision, recall, accuracy, sensitivity.

Key words: Denoising, segmentation, classification, feature extraction, medical image, fuzzy-c-means.


 
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How to Cite this Article
Pubmed Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya. A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES. JCR. 2020; 7(5): 576-580. doi:10.31838/jcr.07.05.119


Web Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya. A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES. http://www.jcreview.com/?mno=99657 [Access: August 17, 2021]. doi:10.31838/jcr.07.05.119


AMA (American Medical Association) Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya. A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES. JCR. 2020; 7(5): 576-580. doi:10.31838/jcr.07.05.119



Vancouver/ICMJE Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya. A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES. JCR. (2020), [cited August 17, 2021]; 7(5): 576-580. doi:10.31838/jcr.07.05.119



Harvard Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya (2020) A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES. JCR, 7 (5), 576-580. doi:10.31838/jcr.07.05.119



Turabian Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya. 2020. A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES. Journal of Critical Reviews, 7 (5), 576-580. doi:10.31838/jcr.07.05.119



Chicago Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya. "A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES." Journal of Critical Reviews 7 (2020), 576-580. doi:10.31838/jcr.07.05.119



MLA (The Modern Language Association) Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya. "A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES." Journal of Critical Reviews 7.5 (2020), 576-580. Print. doi:10.31838/jcr.07.05.119



APA (American Psychological Association) Style

K.Murugan, Finney Daniel, T. Shanmugaraja, T.Venkatesh, K.Siddarthraju, Dhivya Devi R, M.Supriya (2020) A CRITICAL REVIEW ON MEDICAL IMAGE PROCESSING TECHNIQUES. Journal of Critical Reviews, 7 (5), 576-580. doi:10.31838/jcr.07.05.119