An internet-based melanoma diagnostic system - Toward the practical application -

H. Iyatomi, H. Oka, M. Hashimoto, M. Tanaka, K. Ogawa

研究成果: Conference contribution

8 被引用数 (Scopus)

抄録

In this paper, we report a practical application of world's first internet-based melanoma diagnostic system. The system is now available from all over the world, 24 hours 365 days. As key components of this system, we developed a new dermatologist-like tumor area extraction algorithm and an artificial neural network (ANN) classifier. Our dermatologist-like tumor area extraction algorithm achieved superior extraction performance and the ANN classifier achieved classification accuracy of 97.3% in sensitivity and 86.1% in specificity with leave-one-out cross-validation test of 319 dermoscopy images. Our system supported SSL encrypted transaction and required only several seconds to complete a procedure. On the other hand, we developed portable skin camera as the alternative of dermoscopy and started field-application tests by distributing them for hospitals or medical universities at first setout for making the system into practical use.

本文言語English
ホスト出版物のタイトルProceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB '05
出版社IEEE Computer Society
ISBN(印刷版)0780393872, 9780780393875
DOI
出版ステータスPublished - 2005 1 1
イベント2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB '05 - La Jolla, CA, United States
継続期間: 2005 11 142005 11 15

出版物シリーズ

名前Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB '05
2005

Other

Other2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB '05
CountryUnited States
CityLa Jolla, CA
Period05/11/1405/11/15

ASJC Scopus subject areas

  • Engineering(all)

フィンガープリント 「An internet-based melanoma diagnostic system - Toward the practical application -」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル