Readings in medical artificial intelligence: the first decade
Readings in medical artificial intelligence: the first decade
Readings in knowledge acquisition and learning: automating the construction and improvement of expert systems
An agent architecture for distributed medical care
ECAI-94 Proceedings of the workshop on agent theories, architectures, and languages on Intelligent agents
Applications of intelligent agents
Agent technology
Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence
Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence
Clinical Applications of Artificial Neural Networks
Clinical Applications of Artificial Neural Networks
Guardian: An Intelligent Autonomous Agent for Medical Monitoring and Diagnosis
IEEE Intelligent Systems
Using agents to build a practical implementation of the INCA (intelligent community alarm) system
Intelligent agents and their applications
Agent Architecture as Object Oriented Design
ATAL '97 Proceedings of the 4th International Workshop on Intelligent Agents IV, Agent Theories, Architectures, and Languages
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Automatic Knowledge Acquisition from Subject Matter Experts
ICTAI '01 Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence
Knowledge discovery in perioperative databases using bootstrapped rule induction
Knowledge discovery in perioperative databases using bootstrapped rule induction
Intelligent agents for patient monitoring and diagnostics
Proceedings of the 2003 ACM symposium on Applied computing
Multiagent systems for cardiac pacing simulation and control
AI Communications - Agents Applied in Health Care
Connectionist theory refinement: genetically searching the space of network topologies
Journal of Artificial Intelligence Research
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The development of ubiquitous systems for maintenance and control of treatment systems to assist individuals in managing their medical treatment plan would provide an improved system for home healthcare. The assistance of agent-based systems to help doctors and further automate medical treatment systems is limited by medical knowledge data mining accuracy and the complexity of each patient's health history and individual. Automation of knowledge base development for each individual patient would allow efficient personalization of each patient's treatment plan and allow integration of the doctor's individual diagnosis and treatment plan. This paper presents an overview of agent based technologies and describes both historical and state-of-the-art applications of agent technologies in the medical field. Current research and development activity is identified and an algorithm to address the knowledge acquisition bottleneck for diagnostic medical knowledge is present. The algorithm can reduce time consuming knowledge acquisition and allow efficient development of individually tailored medical treatment knowledge bases.