Integrating data mining with case-based reasoning for chronic diseases prognosis and diagnosis
Expert Systems with Applications: An International Journal
Internet as a knowledge base for medical diagnostic assistance
Expert Systems with Applications: An International Journal
Top 10 algorithms in data mining
Knowledge and Information Systems
Expert Systems with Applications: An International Journal
Using data mining techniques to predict hospitalization of hemodialysis patients
Decision Support Systems
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
Expert Systems with Applications: An International Journal
Cooperation between expert knowledge and data mining discovered knowledge: Lessons learned
Expert Systems with Applications: An International Journal
Journal of Biomedical Informatics
Data mining applied to the cognitive rehabilitation of patients with acquired brain injury
Expert Systems with Applications: An International Journal
Hi-index | 0.00 |
In modern-day developing countries, there are certain key problems in the healthcare system that adds to a patient's confusion. An example of these difficulties relates to choosing an appropriate medical specialty and among specialists. Owing to the lack of structural healthcare services, there is the need for guidance in selecting the most appropriate diagnosis and medicine for patients with various symptoms or physical disabilities, the need to educate patients on self-treatment procedures, the need to reduce the high cost of treatment and diagnosis, the need to address boring procedures of diagnosis and treatment, the lack of adequate strategic planning due to the absence of valuable information about patients, the problems connected with unnecessary traffic congestion, and many more. Together, these problems create a great opportunity for the expert analysts to ameliorate the healthcare system in these countries by applying new methods, such as using web-based programs and data mining DM. This article focuses on the use of software, healthcare data warehouse and the application of DM to generate models for solving the aforementioned problems.