Paper Info
Title
Development of a Clinical Decision Support System Using AI, Medical Data Mining and Web Applications.
Abstract
The need of an advanced hospital information system is imminent as it supports electronic patient record management and use of decision support leading to effective diagnosis and treatment. Data mining algorithms and techniques are playing a key role to this process, enhancing access to critical data by the medical personnel and optimizing functionality for the decision support services. In addition, web services make access to critical information feasible from any place, at any time and from any device. In the current paper, DEUS, a clinical decision support system is proposed and presented which combines efficient data mining, artificial intelligence and web services so as to support diagnosis and treatment planning. The system is tested throughout two case studies a) thyroid cancer and b) hepatitis.
Year
DOI
Venue
2013
10.1007/978-3-642-41016-1_19
Communications in Computer and Information Science
Keywords
Field
DocType
Clinical Decision Support Systems,Medical Data Mining,Artificial Intelligence,Expert Systems,Thyroid Cancer,Hepatitis
Data science,Data mining,Intelligent decision support system,Computer science,Expert system,Decision support system,Web application,Clinical decision support system,Data mining algorithm,Web service,Hospital information system
Conference
Volume
ISSN
Citations 
384
1865-0929
0
PageRank 
References 
Authors
0.34
1
8
Name
Order
Citations
PageRank
Dimitrios Tsolis13413.93
Kallirroi Paschali200.68
Anna Tsakona300.68
Zafeiria-Marina Ioannou473.71
Spiridon Likothanasis542.14
Athanasios K. Tsakalidis6544117.52
Theodore Alexandrides700.34
Athanasios Tsamandas800.34