PH2 - A dermoscopic image database for research and benchmarking

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2013

Autores

Teresa Mendonca (Autor) FCUP; Pedro M Ferreira (Autor) Outra; Jorge S Marques (Autor) Outra; Andre R S Marca (Autor) FCUP; Jorge Rozeira (Autor) Outra

Ata de Conferência Internacional

Título: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Páginas: 5437-5440

35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC)

Osaka, JAPAN, JUL 03-07, 2013

Indexação

ISI Web of Knowledge - 398 Citações

Scopus - 759 Citações

Classificação Científica

FOS: Ciências da engenharia e tecnologias > Biotecnologia ambiental

Outras Informações

ID Authenticus: P-008-FNF

DOI: 10.1109/embc.2013.6610779

Abstract (EN): The increasing incidence of melanoma has recently promoted the development of computer-aided diagnosis systems for the classification of dermoscopic images. Unfortunately, the performance of such systems cannot be compared since they are evaluated in different sets of images by their authors and there are no public databases available to perform a fair evaluation of multiple systems. In this paper, a dermoscopic image database, called PH2, is presented. The PH2 database includes the manual segmentation, the clinical diagnosis, and the identification of several dermoscopic structures, performed by expert dermatologists, in a set of 200 dermoscopic images. The PH2 database will be made freely available for research and benchmarking purposes.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 4