Literature DB >> 12906250

A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions.

Costantino Grana1, Giovanni Pellacani, Rita Cucchiara, Stefania Seidenari.   

Abstract

The aim of this study was to provide mathematical descriptors for the border of pigmented skin lesion images and to assess their efficacy for distinction among different lesion groups. New descriptors such as lesion slope and lesion slope regularity are introduced and mathematically defined. A new algorithm based on the Catmull-Rom spline method and the computation of the gray-level gradient of points extracted by interpolation of normal direction on spline points was employed. The efficacy of these new descriptors was tested on a data set of 510 pigmented skin lesions, composed by 85 melanomas and 425 nevi, by employing statistical methods for discrimination between the two populations.

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Year:  2003        PMID: 12906250     DOI: 10.1109/TMI.2003.815901

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN: 0278-0062            Impact factor:   10.048


  9 in total

1.  An Integrated Platform for Skin Cancer Heterogenous and Multilayered Data Management.

Authors:  Ilias Maglogiannis; Georgia Kontogianni; Olga Papadodima; Haralampos Karanikas; Antonis Billiris; Aristotelis Chatziioannou
Journal:  J Med Syst       Date:  2021-01-06       Impact factor: 4.460

2.  Fractal characterisation of boundary irregularity in skin pigmented lesions.

Authors:  A Piantanelli; P Maponi; L Scalise; S Serresi; A Cialabrini; A Basso
Journal:  Med Biol Eng Comput       Date:  2005-07       Impact factor: 2.602

3.  Polarized Light Colposcopy Compared With Standard Colposcopy.

Authors:  Daron G Ferris; Wendy Shulay Guevara Condorhuaman; Jennifer L Waller; Lynn Allmond; Angela Goebel
Journal:  J Low Genit Tract Dis       Date:  2015-07       Impact factor: 1.925

4.  Automatic segmentation of dermoscopic images by iterative classification.

Authors:  Maciel Zortea; Stein Olav Skrøvseth; Thomas R Schopf; Herbert M Kirchesch; Fred Godtliebsen
Journal:  Int J Biomed Imaging       Date:  2011-07-17

5.  Visual inspection and dermoscopy, alone or in combination, for diagnosing keratinocyte skin cancers in adults.

Authors:  Jacqueline Dinnes; Jonathan J Deeks; Naomi Chuchu; Rubeta N Matin; Kai Yuen Wong; Roger Benjamin Aldridge; Alana Durack; Abha Gulati; Sue Ann Chan; Louise Johnston; Susan E Bayliss; Jo Leonardi-Bee; Yemisi Takwoingi; Clare Davenport; Colette O'Sullivan; Hamid Tehrani; Hywel C Williams
Journal:  Cochrane Database Syst Rev       Date:  2018-12-04

6.  Visual inspection for diagnosing cutaneous melanoma in adults.

Authors:  Jacqueline Dinnes; Jonathan J Deeks; Matthew J Grainge; Naomi Chuchu; Lavinia Ferrante di Ruffano; Rubeta N Matin; David R Thomson; Kai Yuen Wong; Roger Benjamin Aldridge; Rachel Abbott; Monica Fawzy; Susan E Bayliss; Yemisi Takwoingi; Clare Davenport; Kathie Godfrey; Fiona M Walter; Hywel C Williams
Journal:  Cochrane Database Syst Rev       Date:  2018-12-04

7.  Characterization of digital medical images utilizing support vector machines.

Authors:  Ilias G Maglogiannis; Elias P Zafiropoulos
Journal:  BMC Med Inform Decis Mak       Date:  2004-03-10       Impact factor: 2.796

Review 8.  Computer aided diagnostic support system for skin cancer: a review of techniques and algorithms.

Authors:  Ammara Masood; Adel Ali Al-Jumaily
Journal:  Int J Biomed Imaging       Date:  2013-12-23

9.  Employing the Local Radon Transform for Melanoma Segmentation in Dermoscopic Images.

Authors:  Alireza Amoabedini; Mahsa Saffari Farsani; Hamidreza Saberkari; Ehsan Aminian
Journal:  J Med Signals Sens       Date:  2018 Jul-Sep
  9 in total

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