Effective features to classify skin lesions in dermoscopic images
نویسندگان
چکیده
منابع مشابه
Dermoscopic Features of Facial Pigmented Skin Lesions
Four types of facial pigmented skin lesions (FPSLs) constitute diagnostic challenge to dermatologists; early seborrheic keratosis (SK), pigmented actinic keratosis (AK), lentigo maligna (LM), and solar lentigo (SL). A retrospective analysis of dermoscopic images of histopathologically diagnosed clinically-challenging 64 flat FPSLs was conducted to establish the dermoscopic findings correspondin...
متن کاملA Deformable Model to Segment Skin Lesions on Dermoscopic Images
Zhen Ma1 and João Manuel R. S. Tavares2 1 Instituto de Engenharia Mecânica e Gestão Industrial, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal, Rua Dr. Roberto Frias, s/n 4200-465, Porto, Portugal, [email protected] 2 Instituto de Engenharia Mecânica e Gestão Industrial, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal, Rua Dr. Roberto Frias, s/n 4200-465, Porto, ...
متن کاملClassification of the Pigmented Skin lesions in Dermoscopic Images by Shape Features Extraction
ifferentiation of benign and malignant (melanoma) of the pigmented skin lesions is difficult even for the dermatologists thus in this paper a new analysis of the dermatoscopic images have been proposed. Segmentation, feature extraction and classification are the major steps of images analysis. In Segmentation step we use an improved FFCM based segmentation method (our previous work) to achieve ...
متن کاملDermoscopic features of skin lesions in patients with mastocytosis.
OBJECTIVES To evaluate dermoscopic features in a group of 127 patients with mastocytosis in the skin and to investigate the relationship between different dermoscopic patterns and other clinical and biological characteristics of the disease. DESIGN Clinical and laboratory data were compared among patients with mastocytosis grouped according to the different dermoscopic patterns. SETTING Pat...
متن کاملA Study on Automatic Segmentation and Classification of Skin Lesions in Dermoscopic Images
Malignant Melanoma is one of the rare and the deadliest form of skin cancer if left untreated. Death rate due to this cancer is three times more than all other skin-related malignancies combined. Incidence rates of melanoma have been increasing, especially among young adults, but survival rates are high if detected early. There is a need for an automated system to assess a patient’s risk of mel...
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ژورنال
عنوان ژورنال: Expert Systems with Applications
سال: 2017
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2017.05.003