4.6 Article

Multimodal Imaging of Laser Speckle Contrast Imaging Combined With Mosaic Filter-Based Hyperspectral Imaging for Precise Surgical Guidance

Journal

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
Volume 69, Issue 1, Pages 443-452

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TBME.2021.3097122

Keywords

Imaging; Surgery; Blood; Hyperspectral imaging; Cameras; Microscopy; Speckle; Blood perfusion; blood oxygen saturation; tissue recovery; laser speckle contrast imaging; mosaic filter-based hyperspectral imaging; principal component analysis

Funding

  1. National Research Foundation of Korea (NRF) [2018R1D1A1B07048562, 2019R1A2C2084122, 2020R1A2C2102137]
  2. MRC [2018R1A5A2020732]
  3. Ministry of Science ICT (MSIT)
  4. Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI) - Ministry of Health & Welfare, Republic of Korea [HI18C2391]
  5. Asan Institute for Life Sciences, Asan Medical Center, Seoul, Korea [2019-0585, 2021IP0025, 2021IP0027]
  6. National Research Foundation of Korea [2019R1A2C2084122, 2018R1D1A1B07048562, 2020R1A2C2102137] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

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This study developed a real-time surgical guidance system that combines multiple optical imaging techniques, including visible imaging, hyperspectral imaging, and laser speckle contrast imaging, to monitor blood vessel perfusion, oxygen saturation, thrombosis, and tissue recovery. The system was demonstrated by clamping blood vessels in rat intestines and monitoring subsequent tissue damage and regeneration. The combination of imaging techniques allowed for the determination of organ recovery prognosis based on blood supply. The system holds promise for improving real-time determination of blood supply and tissue prognosis during surgery.
Objective: To enable a real-time surgical guidance system that simultaneously monitors blood vessel perfusion, oxygen saturation, thrombosis, and tissue recovery by combining multiple optical imaging techniques into a single system: visible imaging, mosaic filter-based snapshot hyperspectral imaging (HSI), and laser speckle contrast imaging (LSCI). Methods: The multimodal optical imaging system was demonstrated by clamping blood vessels in the small intestines of rats to create areas of restricted blood flow. Subsequent tissue damage and regeneration were monitored during procedures. Using LSCI, vessel perfusion was measured, revealing the biological activity and survival of organ tissues. Blood oxygen saturation was monitored using HSI in the near-infrared region. Principal component analysis was used over the spectral dimension to identify an HSI wavelength combination optimized for hemodynamic biomarker visualization. HSI and LSCI were complimentary, identifying thrombus generation and tissue recovery, which was not possible in either modalityalone. Results and Conclusion: By analyzing multimodal tissue information from visible imaging, LSCI perfusion imaging, and HSI, a recovery prognosis could be determined based on the blood supply to the organ. The unique combination of the complementary imaging techniques into a single surgical microscope holds promise for improving the real-time determination of blood supply and tissue prognosis during surgery. Significance: Precise real-time monitoring for vascular anomalies promises to reduce the risk of organ damage in precise surgical operations such as tissue resection and transplantation. In addition, the convergence of label-free imaging technologies removes delays associated with the injection and diffusion of vascular monitoring dyes.

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