ArticleScientific reports2024
Investigation on the influence of the skin tone on hyperspectral imaging for free flap surgery.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Hyperspectral Imaging for Objective Assessment of Skin Prick Test Reactions: A Single-Subject Proof-of-Concept Study of Interobserver Reliability and Spectral Index Separation.Diagnostics (Basel, Switzerland) · 2026Article
- Emerging non-invasive tools for hair follicle assessment: a narrative review on hyperspectral and terahertz imaging.Lasers in medical science · 2026Review
- Hyperspectral imaging for objective microcirculatory assessment in trauma patients.Scientific reports · 2026Observational
- Panoramic Near-Infrared Imaging Device for Peripheral Vascular Mapping.Sensors (Basel, Switzerland) · 2026Article
- Hyperspectral imaging and healthy aging: an observational study using hand skin as surface for monitoring healthy aging processes.Biogerontology · 2026Observational
- Skin Tone in Hyperspectral Imaging and Its Implications for Fairness in AI.Journal of biophotonics · 2026Article
- Next-Generation Flap Monitoring: Systematic Review and Meta-Analysis of Hyperspectral Imaging.Archives of plastic surgery · 2026Article
- Impact of umbilical fixation on perfusion in abdominoplasty: A hyperspectral imaging study.JPRAS open · 2025Article
- Evaluating SnapshotNIR for Tissue Oxygenation Measurement Across Skin Types After Mastectomy.Bioengineering (Basel, Switzerland) · 2025Article
- Robust Prediction of Cardiorespiratory Signals from a Multimodal Physiological System on the Upper Arm.Biosensors · 2025Article
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Authors and funding
8 authors.
Funding
Abstract
Hyperspectral imaging (HSI) is a new emerging modality useful for the noncontact assessment of free flap perfusion. This measurement technique relies on the optical properties within the tissue. Since the optical properties of hemoglobin (Hb) and melanin overlap, the results of the perfusion assessment and other tissue-specific parameters are likely to be distorted by the melanin, especially at higher melanin concentrations. Many spectroscopic devices have been shown to struggle with a melanin related bias, which results in a clinical need to improve non-invasive perfusion assessment, especially for a more pigmented population. This study investigated the influence of skin tones on tissue indices measurements using HSI. In addition, other factors that might affect HSI, such as age, body mass index (BMI), sex or smoking habits, were also considered. Therefore, a prospective feasibility study was conducted, including 101 volunteers from whom tissue indices measurements were performed on 16 different body sites. Skin tone classification was performed using the Fitzpatrick skin type classification questionnaire, and the individual typology angle (ITA) acquired from the RGB images was calculated simultaneously with the measurements. Tissue indices provided by the used HSI-device were correlated to the possible influencing factors. The results show that a dark skin tone and, therefore, higher levels of pigmentation influence the HSI-derived tissue indices. In addition, possible physiological factors influencing the HSI-measurements were found. In conclusion, the HSI-based tissue indices can be used for perfusion assessment for people with lighter skin tone levels but show limitations in people with darker skin tones. Furthermore, it could be used for a more individual perfusion assessment if different physiological influencing factors are respected.
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