DemNet: A Clinical Decision Support System To Aid The Diagnosis Of Dementia
نویسندگان
چکیده
Artificial Intelligence and Operational Research techniques have contributed greatly to understanding the development and subsequent treatment of disease. These fields are constantly evolving, and novel techniques are increasingly furthering our knowledge of disease. Moreover, these techniques are facilitating early and accurate diagnosis, which is essential for successful treatment. In general, the earlier in the course of an illness that treatment is initiated, the greater the benefit, with the possibility of dramatically improving prognosis. This paper describes research investigating a "work in progress" prototype of a novel clinical decision support system intended to aid clinicians in the intricate task of dementia diagnosis.
منابع مشابه
Diagnosis of Dementia and its Pathologies Using Bayesian Belief Networks
The use of artificial intelligence techniques in medical decision support systems is becoming more commonplace. By incorporating a method to represent expert knowledge, such systems can aid the user in aspects such as disease diagnosis and treatment planning. This paper reports on the first part of a project addressing the diagnosis of individuals with dementia. We discuss two systems: DemNet a...
متن کاملA Decision Support System for Diagnosis of Diabetes and Hepatitis, based on the Combination of Particle Swarm Optimization and Firefly Algorithm
Introduction: Clinical Decision Support Systems (CDSS) are designed in the form of computer programs that help medical professionals make decisions about disease diagnosis. The main aim of these systems is to assist physicians in diagnosing diseases, in other words, a physician can interact with the system and use them to analyze patient data, diagnose diseases, and other medical activities. Me...
متن کاملA Decision Support System for Diagnosis of Diabetes and Hepatitis, based on the Combination of Particle Swarm Optimization and Firefly Algorithm
Introduction: Clinical Decision Support Systems (CDSS) are designed in the form of computer programs that help medical professionals make decisions about disease diagnosis. The main aim of these systems is to assist physicians in diagnosing diseases, in other words, a physician can interact with the system and use them to analyze patient data, diagnose diseases, and other medical activities. Me...
متن کاملDesign and implementation of an intelligent clinical decision support system for diagnosis and prediction of chronic kidney disease
Introduction: Chronic kidney disease (CKD) is one of the most important public health concerns worldwide. The steady increase in the number of people with End-stage renal disease (ESRD) needing a kidney transplant to survive and incur high costs, highlights early diagnosis and treatment of the disease. This study aimed to design a Clinical Decision Support System (CDSS) for diagnosing CKD and p...
متن کاملDetermination of Minimum Data Set for Designing a Diagnosis Decision Support System and Medication Follow-Up for Multiple Sclerosis
Background and Purpose: Diagnosis of multiple sclerosis (MS) is complicated because of the lack of definite factor. Decision support systems are expert systems which help physicians in decision-making process. First step in designing the system is identification of a minimum dataset (MDS). This study aimed to determine minimum dataset required to design diagnosis decision support system. Mater...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2004