DocumentCode
3398009
Title
Thermal image analysis and segmentation of hand in evaluation of rheumatoid arthritis
Author
Snekhalatha, U. ; Anburajan, M. ; Teena, Therace ; Venkatraman, B. ; Menaka, M. ; Raj, Baldev
Author_Institution
Dept. of Biomed. Eng., SRM Univ., Kattankulathur, India
fYear
2012
fDate
10-12 Jan. 2012
Firstpage
1
Lastpage
6
Abstract
Rheumatoid arthritis (RA) is a chronic inflammatory disease that affects and destroys the joints of fingers, wrist and feet. Although different imaging modalities like x-ray, magnetic resonance imaging and ultrasound are available for diagnosing the RA. Thermal imaging is considered as a novel imaging technique for diagnosing the RA. Thermal imaging technique is based on infrared Thermograms depicting the temperature variations in abnormal region of interest. The objectives of this study was i) to evaluate the rheumatoid arthritis based on heat distribution index and skin temperature measurements and to analyse the difference in skin temperature measurement in hand for RA patients and normal persons. ii) to automatically segment the abnormal regions of the hand especially for arthritis patients using fuzzy c means algorithm and Expectation Maximization (EM) algorithm. In this paper, thermal image analysis was done based on heat distribution index(HDI) and skin temperature measurement. The heat distribution value is obtained as 1.53±0.5 From the temperature analysis the results predicted was there is an increase in temperature of 0.96°c in hand region of RA patients compared to normal patients. The correlation between HDI and skin temperature measurement was statistically significant (r=0.63, p<;0.05). Fuzzy c-means algorithm has better results compared to EM Algorithm in evaluating the disease.
Keywords
biomedical optical imaging; diseases; expectation-maximisation algorithm; fuzzy set theory; image segmentation; infrared imaging; medical image processing; temperature measurement; RA diagnosis; abnormal region-of-interest; chronic inflammatory disease; expectation maximization algorithm; fuzzy c means algorithm; hand thermal image analysis; hand thermal image segmentation; heat distribution index; heat distribution value; infrared thermograms; magnetic resonance imaging modality; rheumatoid arthritis; skin temperature measurements; temperature variations; thermal imaging technique; ultrasound imaging modality; x-ray imaging modality; Arthritis; Clustering algorithms; Heating; Image segmentation; Imaging; Skin; Temperature measurement; Expectation minimization algorithm; Rheumatoid arthritis; fuzzy c means algorithm; heat distribution index; thermal imaging; thermography;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Communication and Informatics (ICCCI), 2012 International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-4577-1580-8
Type
conf
DOI
10.1109/ICCCI.2012.6158784
Filename
6158784
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