Introducing Automated Melanoma Detection in a Topic Map Based Image Retrieval System

نویسندگان

  • A. PAPASTERGIOU
  • A. HATZIGAIDAS
  • Z. ZAHARIS
  • G. TRYFON
  • K. MOUSTAKAS
  • D. IOANNIDIS
چکیده

Early diagnosis is the most reliable solution for an effective treatment of melanoma. There is an ongoing research effort to develop computer aided imaging tools and functional content-based image retrieval systems as diagnostic support to dermatologists. Following this spirit, a Topic Map based management and retrieval system for melanoma images has been developed. Currently, this research work focuses on developing ‘ABCD’ calculation program for Automated Melanoma Detection and employing it in the TM-based system. This paper introduces the design and methodology towards this direction. Key-words: Melanoma, Dermatoscopy, Topic maps, ABCD, Image processing, Segmentation

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Introducing an advanced Topic Map software tool towards the deployment of a TM-based system for managing melanoma cases images

Advent of the Semantic Web resulted to an increasing research interest to apply semantic web technologies for integrating knowledge representation and management in medical applications. The ultimate goal of this research effort is to investigate the potential of employing Topic Map (TM) standard as a semantic web enabling technology, in order to deploy a TM-based system that provides diagnosis...

متن کامل

A New Algorithm for Skin Lesion Border Detection in Dermoscopy Images

Background: With advances in medical imaging systems, digital dermoscopy has become one of the major imaging modalities in the analysis of skin lesions. Thus, automated segmentation or border detection has a great impact on the subsequent steps of skin cancer computer-aided diagnosis using demoscopy images. Since dermoscopy images suffer from artifacts such as shading and hair, there is a need ...

متن کامل

Reducing Retrieval Time in Automated Storage and Retrieval System with a Gravitational Conveyor Based on Multi-Agent Systems

The main objective of this study is to reduce the retrieval time of a list of products by choosing the best combination of storage and retrieval rules at any time. This is why we start by implementing some storage rules in an Automated Storage/Retrieval System (Automated Storage and Retrieval System: AS/RS) fitted with a gravity conveyor while some of these rules are dedicated to storage and ot...

متن کامل

A Modified Grasshopper Optimization Algorithm Combined with CNN for Content Based Image Retrieval

Nowadays, with huge progress in digital imaging, new image processing methods are needed to manage digital images stored on disks. Image retrieval has been one of the most challengeable fields in digital image processing which means searching in a big database in order to represent similar images to the query image. Although many efficient researches have been performed for this topic so far, t...

متن کامل

Employing Melanoma Diagnosis Support using Ajax and Topic Maps

In this paper a web-based information retrieval system is presented for handling dermoscopic melanoma images and associated medical data, in order to provide an effective diagnostic support tool for medical scientists in the sensitive field of melanoma cases. The proposed system is semantic web-based and is driven by exploiting the combination of AJAX framework and topic map technology. A novel...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007