Melanoma is one of the deadliest form of skin cancers so it becomes crucial the developing of automated systems that analyze and investigate epidermal images to early identify them also reducing unnecessary medical exams. A key element is the availability of user-friendly annotation tools that can be used by non-IT experts to produce well-annotated and high-quality medical data. In this work, we present an annotation tool to manually crate and annotate digital epidermal images, with the aim to extract meta-data (annotations, contour patterns and intersections, color information) stored and organized in an integrated digital library. This tool is obtained following rigid usability principles also based on doctors interviews and opinions. A preliminary but functional evaluation phase has been conducted with non-medical subjects by using questionnaires, in order to check the general usability and the efficacy of the proposed tool.

An Annotation Tool for a Digital Library System of Epidermal Data / Balducci, Fabrizio; Borghi, Guido. - 733:(2017), pp. 173-186. (Intervento presentato al convegno 13th Italian Research Conference on Digital Libraries, IRCDL 2017 tenutosi a Modena nel 26-27 January 2017) [10.1007/978-3-319-68130-6_14].

An Annotation Tool for a Digital Library System of Epidermal Data

BALDUCCI, FABRIZIO;BORGHI, GUIDO
2017

Abstract

Melanoma is one of the deadliest form of skin cancers so it becomes crucial the developing of automated systems that analyze and investigate epidermal images to early identify them also reducing unnecessary medical exams. A key element is the availability of user-friendly annotation tools that can be used by non-IT experts to produce well-annotated and high-quality medical data. In this work, we present an annotation tool to manually crate and annotate digital epidermal images, with the aim to extract meta-data (annotations, contour patterns and intersections, color information) stored and organized in an integrated digital library. This tool is obtained following rigid usability principles also based on doctors interviews and opinions. A preliminary but functional evaluation phase has been conducted with non-medical subjects by using questionnaires, in order to check the general usability and the efficacy of the proposed tool.
2017
13th Italian Research Conference on Digital Libraries, IRCDL 2017
Modena
26-27 January 2017
733
173
186
Balducci, Fabrizio; Borghi, Guido
An Annotation Tool for a Digital Library System of Epidermal Data / Balducci, Fabrizio; Borghi, Guido. - 733:(2017), pp. 173-186. (Intervento presentato al convegno 13th Italian Research Conference on Digital Libraries, IRCDL 2017 tenutosi a Modena nel 26-27 January 2017) [10.1007/978-3-319-68130-6_14].
File in questo prodotto:
File Dimensione Formato  
6-ircdl-2017.pdf

Open access

Tipologia: Versione dell'autore revisionata e accettata per la pubblicazione
Dimensione 2.61 MB
Formato Adobe PDF
2.61 MB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

Licenza Creative Commons
I metadati presenti in IRIS UNIMORE sono rilasciati con licenza Creative Commons CC0 1.0 Universal, mentre i file delle pubblicazioni sono rilasciati con licenza Attribuzione 4.0 Internazionale (CC BY 4.0), salvo diversa indicazione.
In caso di violazione di copyright, contattare Supporto Iris

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1145247
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 3
  • ???jsp.display-item.citation.isi??? 3
social impact