ArticleScientific reports2020
Hyperspectral evaluation of hepatic oxygenation in a model of total vs. arterial liver ischaemia.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Medical hyperspectral imaging: an updated review of technology advancements and biomedical applications.Journal of biomedical optics · 2026Pooled it
- Intraoperative Multimodal Bowel Perfusion Quantification Combining Hyperspectral Imaging and Indocyanine Green.Diagnostics (Basel, Switzerland) · 2026Article
- Hyperspectral and machine-learning-based classification of ischemic intestinal tissue.Journal of biomedical optics · 2025Article
- Vasomics of the liver.Gut · 2025Review
- Quantification of hemi-hepatic ischemia using real-time multispectral oxygenation imaging with single snapshot imaging of optical properties (SSOP).Surgical endoscopy · 2025Article
- Surgical optomics: hyperspectral imaging and deep learning towards precision intraoperative automatic tissue recognition-results from the EX-MACHYNA trial.Surgical endoscopy · 2024Article
- Article
- Hyperspectral Imaging in Major Hepatectomies: Preliminary Results from the Ex-Machyna Trial.Cancers · 2022Article
- Automatic optical biopsy for colorectal cancer using hyperspectral imaging and artificial neural networks.Surgical endoscopy · 2022Article
- Microscopy is better in color: development of a streamlined spectral light path for real-time multiplex fluorescence microscopy.Biomedical optics express · 2022Article
- Intraoperative Guidance Using Hyperspectral Imaging: A Review for Surgeons.Diagnostics (Basel, Switzerland) · 2021Review
- Prediction of In Vivo Laser-Induced Thermal Damage with Hyperspectral Imaging Using Deep Learning.Sensors (Basel, Switzerland) · 2021Article
- Automatic Liver Viability Scoring with Deep Learning and Hyperspectral Imaging.Diagnostics (Basel, Switzerland) · 2021Article
- Deep Learning Analysis of In Vivo Hyperspectral Images for Automated Intraoperative Nerve Detection.Diagnostics (Basel, Switzerland) · 2021Article
- Interpatient heterogeneity in hepatic microvascular blood flow during vascular inflow occlusion (Pringle manoeuvre).Hepatobiliary surgery and nutrition · 2021Article
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Authors and funding
14 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Liver ischaemia reperfusion injury (IRI) is a dreaded pathophysiological complication which may lead to an impaired liver function. The level of oxygen hypoperfusion affects the level of cellular damage during the reperfusion phase. Consequently, intraoperative localisation and quantification of oxygen impairment would help in the early detection of liver ischaemia. To date, there is no real-time, non-invasive, and intraoperative tool which can compute an organ oxygenation map, quantify and discriminate different types of vascular occlusions intraoperatively. Hyperspectral imaging (HSI) is a non-invasive optical methodology which can quantify tissue oxygenation and which has recently been applied to the medical field. A hyperspectral camera detects the relative reflectance of a tissue in the range of 500 to 1000 nm, allowing the quantification of organic compounds such as oxygenated and deoxygenated haemoglobin at different depths. Here, we show the first comparative study of liver oxygenation by means of HSI quantification in a model of total vascular inflow occlusion (VIO) vs. hepatic artery occlusion (HAO), correlating optical properties with capillary lactate and histopathological evaluation. We found that liver HSI could discriminate between VIO and HAO. These results were confirmed via cross-validation of HSI which detected and quantified intestinal congestion in VIO. A significant correlation between the near-infrared spectra and capillary lactate was found (r = - 0.8645, p = 0.0003 VIO, r = - 0.7113, p = 0.0120 HAO). Finally, a statistically significant negative correlation was found between the histology score and the near-infrared parameter index (NIR) (r = - 0.88, p = 0.004). We infer that HSI, by predicting capillary lactates and the histopathological score, would be a suitable non-invasive tool for intraoperative liver perfusion assessment.
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