Explanation-based learning: a survey of programs and perspectives
ACM Computing Surveys (CSUR)
Knowledge acquisition from an incomplete domain theory: an application on the stock market
Computer Science in Economics and Management
Dynamic itemset counting and implication rules for market basket data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Knowledge-based systems and knowledge management: friends or foes
Information and Management
Decision Support Systems - Special issue: Decision support systems: Directions for the next decade
The potential of latent semantic analysis for machine grading of clinical case summaries
Journal of Biomedical Informatics
The Application of Case-Based Reasoning to the Tasks of Health Care Planning
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
Generated Critic in the Knowledge Based Neurology Trainer
AIME '95 Proceedings of the 5th Conference on Artificial Intelligence in Medicine in Europe: Artificial Intelligence Medicine
MacRad: Radiology Image Resource with a Case-Based Retrieval System
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
A new hybrid case-based architecture for medical diagnosis
Information Sciences—Informatics and Computer Science: An International Journal
Journal of Biomedical Informatics
Prospective recruitment of patients with congestive heart failure using an ad-hoc binary classifier
Journal of Biomedical Informatics
Special section: research in integrating learning capabilities into information systems
Journal of Management Information Systems - Special section: Research in integrating learning capabilities into information systems
Machine learning in prognosis of the femoral neck fracture recovery
Artificial Intelligence in Medicine
Temporal data mining for the quality assessment of hemodialysis services
Artificial Intelligence in Medicine
Using case-based reasoning to diagnostic screening of children with developmental delay
Expert Systems with Applications: An International Journal
Uniqueness of medical data mining
Artificial Intelligence in Medicine
Knowledge discovery approach to automated cardiac SPECT diagnosis
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Evolutionary computing for knowledge discovery in medical diagnosis
Artificial Intelligence in Medicine
Seek and you will find, share and you will benefit: organising knowledge using groupware systems
International Journal of Information Management: The Journal for Information Professionals
Machine learning for medical diagnosis: history, state of the art and perspective
Artificial Intelligence in Medicine
Optimization of Ni-MH Battery Fast Charging in Electric Vehicles Using Dynamic Data Mining and ANFIS
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
A Fuzzy Hybrid Intelligent System for Human Semen Analysis
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
International Journal of Telemedicine and Applications - Pervasive Health Care Services and Technologies
Using neural networks and data mining techniques for the financial distress prediction model
Expert Systems with Applications: An International Journal
Web-based CBR system applied to early cost budgeting for pavement maintenance project
Expert Systems with Applications: An International Journal
A Hybrid System: Neural Network with Data Mining in an e-Learning Environment
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Knowledge and intelligent computing system in medicine
Computers in Biology and Medicine
Multi-modal and multi-purpose case-based reasoning in the health sciences
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Case-based systems in health sciences: a case study in the field of stress
WSEAS TRANSACTIONS on SYSTEMS
Medical knowledge induction with higher-order horn clauses and meta-programming
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Integrating web mining and neural network for personalized e-commerce automatic service
Expert Systems with Applications: An International Journal
Knowledge induction from medical databases with higher-order programming
WSEAS Transactions on Information Science and Applications
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Using data mining techniques to predict hospitalization of hemodialysis patients
Decision Support Systems
Expert Systems with Applications: An International Journal
Prediction of oxygen decarburization efficiency based on mutual information case-based reasoning
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Expert Systems with Applications: An International Journal
Improving user experience with case-based reasoning systems using text mining and Web 2.0
Expert Systems with Applications: An International Journal
Proposing a Business Model in Healthcare Industry: E-Diagnosis
International Journal of Healthcare Information Systems and Informatics
Literature review on the creativity of CBR applications
Artificial Intelligence Review
A New Hybrid Case-Based Reasoning Approach for Medical Diagnosis Systems
Journal of Medical Systems
Review: Knowledge discovery in medicine: Current issue and future trend
Expert Systems with Applications: An International Journal
Hybrid feature selection through feature clustering for microarray gene expression data
International Journal of Hybrid Intelligent Systems
Hi-index | 12.06 |
The threats to people's health from chronic diseases are always exist and increasing gradually. How to decrease these threats is an important issue in medical treatment. Thus, this paper suggests a model of a chronic diseases prognosis and diagnosis system integrating data mining (DM) and case-based reasoning (CBR). The main processes of the system include: (1) adopting data mining techniques to discover the implicit meaningful rules from health examination data, (2) using the extracted rules for the specific chronic diseases prognosis, (3) employing CBR to support the chronic diseases diagnosis and treatments, and (4) expanding these processes to work within a system for the convenience of chronic diseases knowledge creating, organizing, refining, and sharing. The experiment data are collected from a professional health examination center, MJ health screening center, and implemented through the system for analysis. The findings are considered as helpful references for doctors and patients in chronic diseases treatments.