Formalizing nonmonotonic reasoning systems
Artificial Intelligence
The mathematics of inheritance systems
The mathematics of inheritance systems
The complexity of path-based defeasible inheritance
Artificial Intelligence
Information retrieval: a health care perspective
Information retrieval: a health care perspective
Part-whole relations in object-centered systems: an overview
Data & Knowledge Engineering - Special issue on modeling parts and wholes
Partonomic reasoning as taxonomic reasoning in medicine
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Probabilistic Networks and Expert Systems
Probabilistic Networks and Expert Systems
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
Building Large Knowledge-Based Systems; Representation and Inference in the Cyc Project
Computers and Thought
Description Logics in Data Management
IEEE Transactions on Knowledge and Data Engineering
Part-Whole Reasoning: A Case Study in Medical Ontology Engineering
IEEE Intelligent Systems
TAMBIS: Transparent Access to Multiple Bioinformatics Information Sources
ISMB '98 Proceedings of the 6th International Conference on Intelligent Systems for Molecular Biology
Supporting a humanly impossible task: The clinical human computer environment
INTERACT '90 Proceedings of the IFIP TC13 Third Interational Conference on Human-Computer Interaction
A Semantic Approach for Schema Evolution and Versioning in Object-Oriented Databases
CL '00 Proceedings of the First International Conference on Computational Logic
A Terminological Knowledge Representation System with Complete Inference Algorithms
PDK '91 Proceedings of the International Workshop on Processing Declarative Knowledge
A Component-Based Architecture for Automation of Protocol-Directed Therapy
AIME '95 Proceedings of the 5th Conference on Artificial Intelligence in Medicine in Europe: Artificial Intelligence Medicine
Coordinating Taxonomies: Key to Re-Usable Concept Representations
AIME '95 Proceedings of the 5th Conference on Artificial Intelligence in Medicine in Europe: Artificial Intelligence Medicine
An essential hybrid reasoning system: knowledge and symbol level accounts of KRYPTON
IJCAI'85 Proceedings of the 9th international joint conference on Artificial intelligence - Volume 1
Decision support and disease management: a logic engineering approach
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
Artificial Intelligence in Medicine
User-centered visual analysis using a hybrid reasoning architecture for intensive care units
Decision Support Systems
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My own career in medical informatics and AI in medicine has oscillated between concerns with medical records and concerns with knowledge representation with decision support as a pivotal integrating issue. It has focused on using AI to organise information and reduce 'muddle' and improve the user interfaces to produce 'useful and usable systems' to help doctors with a 'humanly impossible task'. Increasingly knowledge representation and ontologies have become the fulcrum for orchestrating re-use of information and integration of systems. Encouragingly, the dilemma between computational tractability and expressiveness is lessening, and ontologies and description logics are joining the mainstream both in AI in Medicine and in Intelligent Information Management generally. It has been shown possible to scale up ontologies to meet medical needs, and increasingly ontologies are playing a key role in meeting the requirements to scale up the complexity of clinical systems to meet the ever increasing demands brought about by new emphasis on reduction of errors, clinical accountability, and the explosion of knowledge on the Web.