Presentation
10 March 2020 Augmenting the vision of the endoscopist: seeing cancer in a new light (Conference Presentation)
Author Affiliations +
Abstract
Hyperspectral imaging (HSI) enables visualisation of a range of morphological and biochemical information from tissue, which could improve disease diagnostic accuracy. Unfortunately, HSI presents a substantial instrumentation challenge for biomedical applications, particularly in endoscopy where a wide range of image distortions arise that can lead to artefacts in the 3D HSI data. To address this challenge, we have developed several methods that enable the addition of HSI to endoscopic imaging, encompassing both novel sensor development, application of geometric image co-registration methods, and development of machine learning tools for rapid real-time HSI data analysis. In this presentation, I will give an overview of these advances, including our latest results from clinical studies applying HSI endoscopy in the gastrointestinal tract for early cancer detection.
Conference Presentation
© (2020) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Sarah E. Bohndiek "Augmenting the vision of the endoscopist: seeing cancer in a new light (Conference Presentation)", Proc. SPIE 11222, Molecular-Guided Surgery: Molecules, Devices, and Applications VI, 1122207 (10 March 2020); https://doi.org/10.1117/12.2549696
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KEYWORDS
Cancer

Endoscopy

3D image processing

Biomedical optics

Diagnostics

Hyperspectral imaging

Image sensors

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