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Automated Dermoscopy Image Analysis of Pigmented Skin Lesions
Department of Biochemistry, Section of Pathology, Second University of Naples, Via L. Armanni 5, 80138 Naples, Italy
Futura-onlus, Via Pordenone 2, 00182 Rome, Italy
ACS, Advanced Computer Systems, Via della Bufalotta 378, 00139 Rome, Italy
* Author to whom correspondence should be addressed.
Received: 23 February 2010; in revised form: 15 March 2010 / Accepted: 25 March 2010 / Published: 26 March 2010
Abstract: Dermoscopy (dermatoscopy, epiluminescence microscopy) is a non-invasive diagnostic technique for the in vivo observation of pigmented skin lesions (PSLs), allowing a better visualization of surface and subsurface structures (from the epidermis to the papillary dermis). This diagnostic tool permits the recognition of morphologic structures not visible by the naked eye, thus opening a new dimension in the analysis of the clinical morphologic features of PSLs. In order to reduce the learning-curve of non-expert clinicians and to mitigate problems inherent in the reliability and reproducibility of the diagnostic criteria used in pattern analysis, several indicative methods based on diagnostic algorithms have been introduced in the last few years. Recently, numerous systems designed to provide computer-aided analysis of digital images obtained by dermoscopy have been reported in the literature. The goal of this article is to review these systems, focusing on the most recent approaches based on content-based image retrieval systems (CBIR).
Keywords: melanoma; dermoscopy; digital images; content-based image retrieval (CBIR)
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Baldi, A.; Quartulli, M.; Murace, R.; Dragonetti, E.; Manganaro, M.; Guerra, O.; Bizzi, S. Automated Dermoscopy Image Analysis of Pigmented Skin Lesions. Cancers 2010, 2, 262-273.
Baldi A, Quartulli M, Murace R, Dragonetti E, Manganaro M, Guerra O, Bizzi S. Automated Dermoscopy Image Analysis of Pigmented Skin Lesions. Cancers. 2010; 2(2):262-273.
Baldi, Alfonso; Quartulli, Marco; Murace, Raffaele; Dragonetti, Emanuele; Manganaro, Mario; Guerra, Oscar; Bizzi, Stefano. 2010. "Automated Dermoscopy Image Analysis of Pigmented Skin Lesions." Cancers 2, no. 2: 262-273.