Pattern classification using imaging techniques for infarct and hemorrhage identification in the human brain

Kesavamurthy, T. and SubhaRan, S. (2006) Pattern classification using imaging techniques for infarct and hemorrhage identification in the human brain. Calicut Medical Journal, 4 (3). 1. ISSN 097-29518

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Abstract

Medical Image analysis and processing has great significance in the field of medicine, especially in Non- invasive treatment and clinical study. Medical imaging techniques and analysis tools enable the Doctors and Radiologists to arrive at a specific diagnosis. Medical Image Processing has emerged as one of the most important tools to identify as well as diagnose various disorders. Imaging helps the Doctors to visualize and analyze the image for understanding of abnormalities in internal structures. The medical images data obtained from Bio-medical Devices which use imaging techniques like Computed Tomography (CT), Magnetic Resonance Imaging (MRI) and Mammogram, which indicates the presence or absence of the lesion along with the patient history, is an important factor in the diagnosis. The algorithm proposes the use of Digital Image processing tools for the identification of Hemorrhage and Infarct in the human brain, by using a semi-automatic seeded region growing algorithm for the processing of the clinical images. The algorithm has been extended to the Real-Time Data of CT brain images and uses an intensity-based growing technique to identify the infarct and hemorrhage affected area, of the brain. The objective of this paper is to propose a seeded region growing algorithm to assist the Radiologists in identifying the Hemorrhage and Infarct in the human brain and to arrive at a decision faster and accurate.

EPrint Type:Article
Uncontrolled Keywords:Image Processing, Infarct, Hemorrhage, Human Brain, Image Analysis, CT Images, Radiologists
Subjects:Cardiovascular Diseases > Vascular Diseases > Cerebrovascular Disorders
Nervous System Diseases > Central Nervous System Diseases > Brain Diseases
Nervous System > Central Nervous System
Diagnosis > Diagnostic Techniques and Procedures > Diagnostic Imaging
Pathological Conditions, Signs and Symptoms > Pathologic Processes > Hemorrhage
Diagnosis > Diagnostic Techniques and Procedures > Diagnostic Imaging > Radiography
-Journal Repositories > Calicut Medical Journal
Equipment and Supplies > Tomography Scanners, X-Ray Computed
ID Code:1765
Deposited By:Dr Vinod Scaria
Deposited On:22 August 2006

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