2016
DOI: 10.1111/jdv.13720
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A new algorithm for the discrimination of actinic keratosis from normal skin and squamous cell carcinoma based on in vivo analysis of optical properties by high‐definition optical coherence tomography

Abstract: HD-OCT seems to enable the combination of in vivo morphological analysis of cellular and 3D microarchitectural structures with in vivo analysis of optical properties of tissue scatterers in AK/SCC lesions and normal sun-exposed skin. In vivoHD-OCT analysis of optical properties permits AK discrimination from SCC and AK subdifferentiation with higher accuracy than in vivoHD-OCT analysis of morphology alone.

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Cited by 35 publications
(27 citation statements)
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References 39 publications
(105 reference statements)
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“…1 Its incidence has tripled during the past decades despite continued efforts to implement primary prevention strategies. 2 Exposure to ultraviolet (UV) light has been identified as major contributor for the development of NMSC and particularly for keratinocyte skin cancers. 3 Epidemiologic data suggest an increased risk of NMSC in persons with a prolonged or intense occupational or recreational sun-exposure, 1,3 such as postal and construction workers, 4 mountain guides, 5 military personal 6 but also athletes such as marathon runners.…”
Section: Introductionmentioning
confidence: 99%
“…1 Its incidence has tripled during the past decades despite continued efforts to implement primary prevention strategies. 2 Exposure to ultraviolet (UV) light has been identified as major contributor for the development of NMSC and particularly for keratinocyte skin cancers. 3 Epidemiologic data suggest an increased risk of NMSC in persons with a prolonged or intense occupational or recreational sun-exposure, 1,3 such as postal and construction workers, 4 mountain guides, 5 military personal 6 but also athletes such as marathon runners.…”
Section: Introductionmentioning
confidence: 99%
“…The main histological features of AKs can be identified by OCT, that is, hyperkeratosis, thickening and disruption of the epidermal layer, architectural disarray with varying degrees of loss of the dermoepidermal junction (DEJ).Additional features are the presence of a dark band strongly delimitating the epidermis, hyperreflective streaks and dots corresponding to dense hyperkeratotic areas as well as a mesh vascular pattern in the depth when using dynamic OCT . The imaging of AKs and of SCC can be disturbed by hyperkeratosis, which may negatively influence the analysis of underlying structures . A sensitivity of 94% to 100% and a specificity of 28% to 76% in diagnosing AKs by means of OCT have been reported .…”
Section: Introductionmentioning
confidence: 99%
“…Image processing techniques can be applied with the goal of performing automatic interpretation of the images for delimitation or classification tasks, and hence facilitate the acceptance of the technology. However, due to the mentioned challenges, there have been just few attempts of applying these kinds of methods to OCT images of the skin [13][14] [15] on tasks that aim automatic classification. The results obtained so far do not have enough sensibility and specificity, and thus cannot be adopted in the clinical routine.…”
Section: Introductionmentioning
confidence: 99%