A method to detect thermal damage in bovine liver utilising diffuse reflectance spectroscopy

Author:

Surazynski Lukasz1,Nieminen Heikki J.2,Mäkinen Markus J.3,Nieminen Miika T.14,Myllylä Teemu1

Affiliation:

1. Research Unit of Health Sciences and Technology, University of Oulu, Oulu, 90220, Finland

2. Medical Ultrasonics Laboratory, Aalto University, Aalto, 02150, Finland

3. Translational Medicine Research Unit, Department of Pathology, University of Oulu, Oulu, 90220, Finland

4. Department of Diagnostic Radiology, University of Oulu, Oulu, 90220, Finland

Abstract

When light is illuminated using a broad spectrum and detected without physical contact between source and detector the method is often referred as diffuse reflectance spectroscopy (DRS). Combined with newest computational algorithms, DRS may reach high performance in near future in tissue characterization and pathology. In this study, we show that DRS can be used to automatically differentiate untreated fresh liver tissue from heat-induced and chemically induced tissue denaturation in bovine liver ex vivo. For this, we used a thresholding algorithm that was developed and tested using 10-fold cross validation. Our results indicate that DRS has potential to detect pathological tissue processes that result in tissue injury and ultimately tissue necrosis. The detection of necrosis is important for many medical applications, not least for tissue sampling by biopsy needle, where additional guidance to commonly used ultrasound would be welcome. Furthermore, cancer tissue is prone to necrosis as a result of tissue hypoxia and due to cancer treatments.

Publisher

IOS Press

Subject

Radiology, Nuclear Medicine and imaging

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