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Proceedings Paper

Thermography based prescreening software tool for veterinary clinics
Author(s): Rohini Dahal; Scott E. Umbaugh; Deependra Mishra; Norsang Lama; Mehrdad Alvandipour; David Umbaugh; Dominic J. Marino; Joseph Sackman
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Paper Abstract

Under development is a clinical software tool which can be used in the veterinary clinics as a prescreening tool for these pathologies: anterior cruciate ligament (ACL) disease, bone cancer and feline hyperthyroidism. Currently, veterinary clinical practice uses several imaging techniques including radiology, computed tomography (CT), and magnetic resonance imaging (MRI). But, harmful radiation involved during imaging, expensive equipment setup, excessive time consumption and the need for a cooperative patient during imaging, are major drawbacks of these techniques. In veterinary procedures, it is very difficult for animals to remain still for the time periods necessary for standard imaging without resorting to sedation – which creates another set of complexities. Therefore, clinical application software integrated with a thermal imaging system and the algorithms with high sensitivity and specificity for these pathologies, can address the major drawbacks of the existing imaging techniques. A graphical user interface (GUI) has been created to allow ease of use for the clinical technician. The technician inputs an image, enters patient information, and selects the camera view associated with the image and the pathology to be diagnosed. The software will classify the image using an optimized classification algorithm that has been developed through thousands of experiments. Optimal image features are extracted and the feature vector is then used in conjunction with the stored image database for classification. Classification success rates as high as 88% for bone cancer, 75% for ACL and 90% for feline hyperthyroidism have been achieved. The software is currently undergoing preliminary clinical testing.

Paper Details

Date Published: 5 May 2017
PDF: 8 pages
Proc. SPIE 10214, Thermosense: Thermal Infrared Applications XXXIX, 102141A (5 May 2017); doi: 10.1117/12.2260758
Show Author Affiliations
Rohini Dahal, Southern Illinois Univ. Edwardsville (United States)
Scott E. Umbaugh, Southern Illinois Univ. Edwardsville (United States)
Deependra Mishra, Southern Illinois Univ. Edwardsville (United States)
Norsang Lama, Southern Illinois Univ. Edwardsville (United States)
Mehrdad Alvandipour, Southern Illinois Univ. Edwardsville (United States)
David Umbaugh, Southern Illinois Univ. Edwardsville (United States)
Dominic J. Marino, Long Island Veterinary Specialists (United States)
Joseph Sackman, Long Island Veterinary Specialists (United States)

Published in SPIE Proceedings Vol. 10214:
Thermosense: Thermal Infrared Applications XXXIX
Paolo Bison; Douglas Burleigh, Editor(s)

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