Custom Hyperspectral Imaging System Reveals Unique Spectral Signatures of Heart, Kidney, and Liver Tissues

Mohamed Hisham Aref; Sanzhar Korganbayev; Ibrahim H Aboughaleb; Abdallah Abdelkader Hussein; Mohamed A Abbass; Ramy Abdlaty; Yasser M Sabry; Paola Saccomandi; Abou-Bakr M Youssef

doi:10.1016/j.saa.2023.123363

Custom Hyperspectral Imaging System Reveals Unique Spectral Signatures of Heart, Kidney, and Liver Tissues

Spectrochim Acta A Mol Biomol Spectrosc. 2024 Jan 15:305:123363. doi: 10.1016/j.saa.2023.123363. Epub 2023 Sep 22.

Authors

Mohamed Hisham Aref¹, Sanzhar Korganbayev², Ibrahim H Aboughaleb³, Abdallah Abdelkader Hussein⁴, Mohamed A Abbass⁵, Ramy Abdlaty⁶, Yasser M Sabry⁷, Paola Saccomandi⁸, Abou-Bakr M Youssef⁹

Affiliations

¹ Biomedical Engineering Researcher, Egyptian armed forces, Cairo, Egypt. Electronic address: Mh-aref@ieee.org.
² Department of Mechanical Engineering, Politecnico di Milano, 20156 Milan, Italy. Electronic address: sanzhar.korganbayev@polimi.it.
³ Biomedical Engineering Researcher, Egyptian armed forces, Cairo, Egypt. Electronic address: ehe43@hotmail.com.
⁴ Histopathology department, "Kobri El- Koba" Complex Hospital, Egyptian Armed Forces, Cairo, Egypt. Electronic address: abdallahabdelkaderhussein@gmail.com.
⁵ Head of Biomedical Engineering Department, Military Technical College, Cairo, Egypt. Electronic address: abbassma@mtc.edu.eg.
⁶ Biomedical Engineering Department, Military Technical College, Cairo, Egypt. Electronic address: Ramy.elghwas@mtc.edu.eg.
⁷ Faculty of Engineering, Ain Shams University, Cairo, Egypt. Electronic address: yasser.sabry@eng.asu.edu.eg.
⁸ Department of Mechanical Engineering, Politecnico di Milano, 20156 Milan, Italy. Electronic address: paola.saccomandi@polimi.it.
⁹ System & Biomedical Engineering Department, Cairo University, Giza, Egypt. Electronic address: aboubakryoussef51@gmail.com.

PMID: 37776837
DOI: 10.1016/j.saa.2023.123363

Abstract

The rapid advancement of diagnostic and therapeutic optical techniques for oncology demands a good understanding of the optical properties of biological tissues. This study explores the capabilities of hyperspectral (HS) cameras as a non-invasive and non-contact optical imaging system to distinguish and highlight spectral differences inbiological soft tissuesof three structures (kidney, heart, and liver) for use inendoscopic interventionoropen surgery. The study presents an optical system consisting of two individual setups, the transmission setup, and the reflection setup, both incorporating anHS camerawith apolychromatic light sourcewithin the range of 380 to 1050 nm to measure tissue's light transmission (T_r) and diffuse light reflectance (R_d), respectively. The optical system was calibrated with a customizedliquid optical phantom, then 30 samples from various organs were investigated fortissue characterizationby measuring both T_r and R_d at the visible and near infrared (VIS-NIR) band. We exploited the ANOVA test, subsequently by a Tukey's test on the created three independent clusters (kidney vs. heart: group I / kidney vs. liver: group II / heart vs. liver: group III) to identify the optimum wavelength for each tissue regarding their spectroscopic optical properties in the VIS-NIR spectrum. The optimum spectral span for the determined light T_r of the three groups was 640 ∼ 680 nm, and the ideal range was 720 ∼ 760 nm for the measured light R_d for mutual group I and group II. However, the group III range was different at a range of 520 ∼ 560 nm. Therefore, the investigation provides vital information concerning theoptimum spectral scalefor the computed light T_r and R_d of the investigatedbiological tissues(kidney, liver, and heart) to be employed in diagnostic andtherapeutic medical applications.

Keywords: Biological Tissues; Diffuse Reflectance; Hyperspectral Imaging System; Light Absorption; Organ Spectral Signature; Tissue Properties.

MeSH terms

Hyperspectral Imaging*
Kidney
Liver
Optical Imaging*
Spectrum Analysis / methods