Investigations into hyperspectral and hybrid-optical imaging for bio-applications

Bio-imaging is of paramount importance in modern medical practices which can be used to acquire unique characteristics of diseases in their early stages so that medical diagnosis and treatment can begin early. This can lead to a better prognosis rate thereby offering potential possibilities for savi...

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Main Author: Lim, Hoong Ta
Other Authors: Murukeshan Vadakke Matham
Format: Theses and Dissertations
Language:English
Published: 2017
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Online Access:http://hdl.handle.net/10356/70073
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-700732023-03-11T18:06:19Z Investigations into hyperspectral and hybrid-optical imaging for bio-applications Lim, Hoong Ta Murukeshan Vadakke Matham School of Mechanical and Aerospace Engineering DRNTU::Engineering::Mechanical engineering Bio-imaging is of paramount importance in modern medical practices which can be used to acquire unique characteristics of diseases in their early stages so that medical diagnosis and treatment can begin early. This can lead to a better prognosis rate thereby offering potential possibilities for saving many lives. Two diseases, which have been at the forefront of researchers in the recent past due to their probability of cure if detected early, are colon cancer and uveal melanoma. This thesis aims to investigate the potential of two main imaging modalities, hyperspectral imaging and photoacoustic imaging, individually or by hybrid approach, for diagnosis of colon cancer and uveal melanoma, respectively. A pushbroom hyperspectral imager with user-selectable region of interest within the field of view of a video camera has been proposed and successfully demonstrated. The benefits of having user-selectable region of interest include no unwanted scanning and minimal data acquisition time. A snapshot hyperspectral video-endoscope is also developed using a custom-fabricated two-dimensional to one-dimensional fiber bundle. It converts a pushbroom hyperspectral imager into a snapshot configuration. It can be inserted into the colon for minimally invasive and in vivo investigations for the detection of cancer. The three-dimensional datacubes can provide vast amount of information, which includes the spatial features (shape and size), spectral signatures, speed and direction of the imaged samples. Further, a hyperspectral photoacoustic spectroscopy system to acquire the normalised optical absorption coefficient spectrum of highly-absorbing bio-samples is researched and developed. This allows the characterisation of healthy iris and uveal melanoma in the iris using photoacoustic method. Along this line, a probe-based hybrid-modality imaging system was also configured and its feasibility was demonstrated. The integrated system uses photoacoustic imaging and ultrasound imaging to provide complementary absorption and structural information, respectively. Gold nanocages are used as photoacoustic contrast agents, giving stronger photoacoustic signals from the iris. Doctor of Philosophy (MAE) 2017-04-10T07:26:58Z 2017-04-10T07:26:58Z 2017 Thesis Lim, H. T. (2017). Investigations into hyperspectral and hybrid-optical imaging for bio-applications. Doctoral thesis, Nanyang Technological University, Singapore. http://hdl.handle.net/10356/70073 10.32657/10356/70073 en 258 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Mechanical engineering
spellingShingle DRNTU::Engineering::Mechanical engineering
Lim, Hoong Ta
Investigations into hyperspectral and hybrid-optical imaging for bio-applications
description Bio-imaging is of paramount importance in modern medical practices which can be used to acquire unique characteristics of diseases in their early stages so that medical diagnosis and treatment can begin early. This can lead to a better prognosis rate thereby offering potential possibilities for saving many lives. Two diseases, which have been at the forefront of researchers in the recent past due to their probability of cure if detected early, are colon cancer and uveal melanoma. This thesis aims to investigate the potential of two main imaging modalities, hyperspectral imaging and photoacoustic imaging, individually or by hybrid approach, for diagnosis of colon cancer and uveal melanoma, respectively. A pushbroom hyperspectral imager with user-selectable region of interest within the field of view of a video camera has been proposed and successfully demonstrated. The benefits of having user-selectable region of interest include no unwanted scanning and minimal data acquisition time. A snapshot hyperspectral video-endoscope is also developed using a custom-fabricated two-dimensional to one-dimensional fiber bundle. It converts a pushbroom hyperspectral imager into a snapshot configuration. It can be inserted into the colon for minimally invasive and in vivo investigations for the detection of cancer. The three-dimensional datacubes can provide vast amount of information, which includes the spatial features (shape and size), spectral signatures, speed and direction of the imaged samples. Further, a hyperspectral photoacoustic spectroscopy system to acquire the normalised optical absorption coefficient spectrum of highly-absorbing bio-samples is researched and developed. This allows the characterisation of healthy iris and uveal melanoma in the iris using photoacoustic method. Along this line, a probe-based hybrid-modality imaging system was also configured and its feasibility was demonstrated. The integrated system uses photoacoustic imaging and ultrasound imaging to provide complementary absorption and structural information, respectively. Gold nanocages are used as photoacoustic contrast agents, giving stronger photoacoustic signals from the iris.
author2 Murukeshan Vadakke Matham
author_facet Murukeshan Vadakke Matham
Lim, Hoong Ta
format Theses and Dissertations
author Lim, Hoong Ta
author_sort Lim, Hoong Ta
title Investigations into hyperspectral and hybrid-optical imaging for bio-applications
title_short Investigations into hyperspectral and hybrid-optical imaging for bio-applications
title_full Investigations into hyperspectral and hybrid-optical imaging for bio-applications
title_fullStr Investigations into hyperspectral and hybrid-optical imaging for bio-applications
title_full_unstemmed Investigations into hyperspectral and hybrid-optical imaging for bio-applications
title_sort investigations into hyperspectral and hybrid-optical imaging for bio-applications
publishDate 2017
url http://hdl.handle.net/10356/70073
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