A collaborative clinical analysis service based on theory of evidence, fuzzy linguistic sets and prospect theory and its application to craniofacial disorders in infants
详细信息 查看全文
- 作者：Arcangelo Castiglione ; arcastiglione@unisa.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Raffaele Pizzolante rpizzolante@unisa.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Christian Esposito christian.esposito@dia.unisa.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Alfredo De Santis ads@unisa.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Francesco Palmieri fpalmieri@unisa.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Aniello Castiglione castiglione@ieee.org" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Collaborative clinical analysis ; Theory of evidence ; Fuzzy linguistic sets ; Prospect theory ; Services management ; Pervasive computing
- 刊名：Future Generation Computer Systems
- 出版年：2017
- 出版时间：February 2017
- 年：2017
- 卷：67
- 期：Complete
- 页码：230-241
- 全文大小：1395 K
文摘
- •
A collaborative clinical analysis framework that can be implemented as a Grid or Cloud Service.
- •
Performs detection and characterization of pathologies by combining the knowledge of a group of experts.
- •
Combines prospect theory, theory of evidence and fuzzy linguistic sets for developing a computer aided diagnosis tool.
- •
We considered craniofacial pathologies in infant population as a practical example for better explaining the proposed solution.