Spectrophotometric Method for Differentiation of Human Skin Melanoma. II. Diagnostic Characteristics

Petruk, V. G.; Иванов, А. П.; Kvaternyuk, S. M.; Barunb, V. V.

doi:10.1007/s10812-016-0279-0

Cited by 7 publications

(2 citation statements)

References 16 publications

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“…The proposed methods of processing arrays of multispectral images and decision support will improve metrological parameters measuring devices over existing methods [6][7][8][9][10][11].…”

Section: Discussionmentioning

confidence: 99%

Multispectral method and means for determining the distance of the shot on the basis of the study of gunshot injuries of the skin tissues

Petruk¹

2017

ELECTROTECHNICAL REVIEW

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The work carried out research and development of methods and means of multispectral vision measurement control and diagnosing of parameters of inhomogeneous biological media for biomedical diagnostics with the use of the n-dimensional multispectral data for each pixel of the array of digital images obtained by the CCD camera. Application results can use to diagnose the nature and severity of gunshot injuries to the biomannequins, biological and physiological properties of the skin tissues that are close to the morphological and functional characteristics of human. Streszczenie. W pracy przedstawiono badania oraz opracowanie metod i środków multispektralnych pomiarów wizyjnych i diagnozowania parametrów niejednorodnych mediów biologicznych dla diagnostyki biomedycznej z wykorzystaniem wielospektralnych n-wymiarowych danych dla każdego piksela tablicy cyfrowych obrazów uzyskanych z aparatu z matrycą CCD. Wyniki aplikacji mogą być użyte, do diagnozowania rodzaju i skali obrażeń postrzałowych bio-manekinów, właściwości biologicznych i fizjologicznych tkanek skóry, zbliżonych do ludzkich cech morfologicznych i funkcjonalnych. (Multispektralna metoda oraz środki do określania odległości strzału na podstawie badania urazów postrzałowych tkanek skórnych).

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“…The proposed methods of processing arrays of multispectral images and decision support will improve metrological parameters measuring devices over existing methods [6][7][8][9][10][11].…”

Section: Discussionmentioning

confidence: 99%

Multispectral method and means for determining the distance of the shot on the basis of the study of gunshot injuries of the skin tissues

Petruk¹

2017

ELECTROTECHNICAL REVIEW

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“…New approaches have been developed for an early and accurate diagnosis of melanoma, such as biophysics analysis [11], imaging techniques (i.e., dermoscopy), diagnostic algorithms, and image analysis-based criteria [12,13]. Nevertheless, clinical diagnosis is still challenging since it depends on human vision and physician experience and expertise.…”

Section: Introductionmentioning

confidence: 99%

Skin Lesion Segmentation Using Image Bit-Plane Multilayer Approach

Rízzí

Guaragnella

2020

Applied Sciences

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The establishment of automatic diagnostic systems able to detect and classify skin lesions at the initial stage are getting really relevant and effective in providing support for medical personnel during clinical assessment. Image segmentation has a determinant part in computer-aided skin lesion diagnosis pipeline because it makes possible to extract and highlight information on lesion contour texture as, for example, skewness and area unevenness. However, artifacts, low contrast, indistinct boundaries, and different shapes and areas contribute to make skin lesion segmentation a challenging task. In this paper, a fully automatic computer-aided system for skin lesion segmentation in dermoscopic images is indicated. Adopting this method, noise and artifacts are initially reduced by the singular value decomposition; afterward lesion decomposition into a frame of bit-plane layers is performed. A specific procedure is implemented for redundant data reduction using simple Boolean operators. Since lesion and background are rarely homogeneous regions, the obtained segmentation region could contain some disjointed areas classified as lesion. To obtain a single zone classified as lesion avoiding spurious pixels or holes inside the image under test, mathematical morphological techniques are implemented. The performance obtained highlights the method validity.

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The optical diagnostics of parameters of biological tissues of human intact skin in near-infrared range

et al. 2016

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Spectrophotometric Method for Differentiation of Human Skin Melanoma. II. Diagnostic Characteristics

Cited by 7 publications

References 16 publications

Multispectral method and means for determining the distance of the shot on the basis of the study of gunshot injuries of the skin tissues

Multispectral method and means for determining the distance of the shot on the basis of the study of gunshot injuries of the skin tissues

Skin Lesion Segmentation Using Image Bit-Plane Multilayer Approach

The optical diagnostics of parameters of biological tissues of human intact skin in near-infrared range

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