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A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer

IEEE journal of biomedical and health informatics, 2019
Dermoscopy image analysis (DIA) is a growing field, with works being published every week. This makes it difficult not only to keep track of all the contributions, but also for new researchers to identify relevant information and new directions to be ...
Catarina Barata   +2 more
semanticscholar   +1 more source

Dermoscopy: a review

Dermatologic Clinics, 2002
In this article, dermoscopy, an in vivo technique that allows the clinician to evaluate subsurface structures, is described. Dermoscopy is used in the evaluation of pigmented lesions of the skin and is a helpful tool in the differential diagnosis. This article discusses research on dermoscopy, as well as other imaging techniques including confocal ...
Kent P Friedman   +2 more
openaire   +2 more sources

Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images

IEEE journal of biomedical and health informatics, 2019
This paper presents an approach that combines conventional image processing with deep learning by fusing the features from the individual techniques. We hypothesize that the two techniques, with different error profiles, are synergistic. The conventional
J. Hagerty   +9 more
semanticscholar   +1 more source

Clues in DeRmoscopy: dermoscopy of angioma serpiginosum

European Journal of Dermatology, 2016
A 51-year-old man is seen for a routine skin check-up. Examination reveals an asymptomatic red-violaceous macule on his left shoulder, which appeared during childhood. Vitropression induces incomplete blanching of the lesion, suggesting a vascular origin.
François Kuonen, Olivier Gaide
openaire   +3 more sources

Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis

IEEE International Symposium on Biomedical Imaging, 2020
To date, it is still difficult and challenging to automatically classify dermoscopy images. Although the state-of-the-art convolutional networks were applied to solve the classification problem and achieved overall decent prediction results, there is ...
Weipeng Li   +4 more
semanticscholar   +1 more source

Dermoscopy Image Analysis: Overview and Future Directions

IEEE journal of biomedical and health informatics, 2019
Dermoscopy is a non-invasive skin imaging technique that permits visualization of features of pigmented melanocytic neoplasms that are not discernable by examination with the naked eye.
M. E. Celebi, N. Codella, A. Halpern
semanticscholar   +1 more source

Super‐high magnification dermoscopy can aid the differential diagnosis between melanoma and atypical naevi

Clincal and Experimental Dermatology, 2021
Dermoscopy is the most widely used noninvasive imaging technique for the clinical diagnosis of melanoma (MM). Super‐high (× 400) magnification dermoscopy (D400) has recently been developed; compared with traditional dermoscopy, it can reveal additional ...
E. Cinotti   +8 more
semanticscholar   +1 more source

Dermoscopy

The Journal of Dermatology, 2006
ABSTRACTFirst, a brief introduction about types of dermoscope and an explanation on the theory of dermoscopy are provided. Second, some introduction on the difference of dermoscopic pictures between benign and malignant neoplasm is given. Basically, benign lesions tend to show symmetrical dermoscopic structures and colors, whereas malignant lesions ...
openaire   +2 more sources

Commentary: dermoscopy

Clinics in Dermatology, 2002
The introduction of dermoscopy into the clinical practice of dermatology has disclosed a new and fascinating morphologic dimension of pigmented skin lesions. Dermoscopy is a noninvasive, simple, and inexpensive diagnostic technique that permits the visualization of morphologic features that are not visible to the naked eye, thus forming a link between ...
RUOCCO, Vincenzo   +2 more
openaire   +4 more sources

INTRODUCTION TO DERMOSCOPY

Dermatologic Clinics, 2001
When approaching a pigmented lesion with dermoscopy, the entire architecture of the lesion should be considered. The presence of certain pigment patterns, structural patterns, or border characteristic alone are insufficient to make the most accurate diagnosis.
Harold S. Rabinovitz, Brian Katz
openaire   +3 more sources

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