Readings in medical artificial intelligence: the first decade
Readings in medical artificial intelligence: the first decade
Diagnostic reasoning based on structure and behavior
Artificial Intelligence - Special volume on qualitative reasoning about physical systems
The use of design descriptions in automated diagnosis
Artificial Intelligence - Special volume on qualitative reasoning about physical systems
Artificial Intelligence
Applications of circumscription to formalizing common-sense knowledge
Artificial Intelligence
A theory of diagnosis from first principles
Artificial Intelligence
Artificial Intelligence
Logical foundations of artificial intelligence
Logical foundations of artificial intelligence
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Model-based reasoning: troubleshooting
Exploring artificial intelligence
Explanation and prediction: an architecture for default and abductive reasoning
Computational Intelligence
Abductive inference models for diagnostic problem-solving
Abductive inference models for diagnostic problem-solving
An experimental study of criteria for hypothesis plausibility
Journal of Experimental & Theoretical Artificial Intelligence
A spectrum of logical definitions of model-based diagnosis
Computational Intelligence
Principles of expert systems
What's in SD?: Towards a theory of modeling for diagnosis
Readings in model-based diagnosis
Characterizing diagnoses and systems
Artificial Intelligence
Building problem solvers
A linear constraint satisfaction approach to cost-based abduction
Artificial Intelligence
Cost-based abduction and MAP explanation
Artificial Intelligence
Tractable reasoning via approximation
Artificial Intelligence
Polynomial solvability of cost-based abduction
Artificial Intelligence
Introduction to Default Logic
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Elements of the Theory of Computation
Elements of the Theory of Computation
Peirce: A Tool for Experimenting with Abduction
IEEE Expert: Intelligent Systems and Their Applications
Model-Based, Multiple-Fault Diagnosis of Dynamic, Continuous Physical Devices
IEEE Expert: Intelligent Systems and Their Applications
CAUSAL REPRESENTATION OF PATIENT ILLNESS FOR ELECTROLYTE AND ACID-BASE DIAGNOSIS
CAUSAL REPRESENTATION OF PATIENT ILLNESS FOR ELECTROLYTE AND ACID-BASE DIAGNOSIS
Human Problem Solving
Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence)
A Model-Based System for Pacemaker Reprogramming
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
A modal logic framework for multi-agent belief fusion
ACM Transactions on Computational Logic (TOCL)
Debugging VHDL designs using temporal process instances
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Formalising argumentative story-based analysis of evidence
Proceedings of the 11th international conference on Artificial intelligence and law
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Knowledge and intelligent computing system in medicine
Computers in Biology and Medicine
Checking the quality of clinical guidelines using automated reasoning tools
Theory and Practice of Logic Programming
Investigating Stories in a Formal Dialogue Game
Proceedings of the 2008 conference on Computational Models of Argument: Proceedings of COMMA 2008
AMRAPALIKA: An expert system for the diagnosis of pests, diseases, and disorders in Indian mango
Knowledge-Based Systems
Towards personalized decision support in the dementia domain based on clinical practice guidelines
User Modeling and User-Adapted Interaction
Inconsistency management for traffic regulations: formalization and complexity results
JELIA'12 Proceedings of the 13th European conference on Logics in Artificial Intelligence
COMMODITY12: A smart e-health environment for diabetes management
Journal of Ambient Intelligence and Smart Environments - Design and Deployment of Intelligent Environments
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Diagnosis was among the first subjects investigated when digital computers became available. It still remains an important research area, in which several new developments have taken place in the last decade. One of these new developments is the use of detailed domain models in knowledge-based systems for the purpose of diagnosis, often referred to as “model-based” diagnosis. Typically, such models embody knowledge of the normal or abnormal structure and behaviour of the modelled objects in a domain. Models of the structure and workings of technical devices, and causal models of disease processes in medicine are two examples. In this article, the most important notions of diagnosis and their formalisation are reviewed and brought in perspec tive. In addition, attention is focused on a number of general frameworks of diagnosis, which offer sufficient flexibility for expressing several types of diagnosis.