Towards a general theory of action and time
Artificial Intelligence
A logic-based calculus of events
New Generation Computing
The temporal query language TQuel
ACM Transactions on Database Systems (TODS)
A theory of diagnosis from first principles
Artificial Intelligence
Artificial Intelligence
Temporal logics in AI: semantical and ontological considerations
Artificial Intelligence
Nonmonotonic logic and temporal projection
Artificial Intelligence
Temporal logics and their applications
A critical examination of Allen's theory of action and time
Artificial Intelligence
Planning and control
Artificial Intelligence - Special issue on knowledge representation
A spectrum of logical definitions of model-based diagnosis
Computational Intelligence
Temporal reasoning based on semi-intervals
Artificial Intelligence
Database updates in the event calculus
Journal of Logic Programming
Temporal databases: theory, design, and implementation
Temporal databases: theory, design, and implementation
Temporal constraint satisfaction on causal models
Information Sciences: an International Journal
TQuery: a context-sensitive temporal query language
Computers and Biomedical Research
Temporal logic (vol. 1): mathematical foundations and computational aspects
Temporal logic (vol. 1): mathematical foundations and computational aspects
Time series prediction using belief network models
International Journal of Human-Computer Studies - Special issue: real-world applications of uncertain reasoning
Handbook of logic in artificial intelligence and logic programming (Vol. 4)
LifeLines: visualizing personal histories
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Critiquing: effective decision support in time-critical domains
Critiquing: effective decision support in time-critical domains
A framework for knowledge-based temporal abstraction
Artificial Intelligence
Exploring logical dynamics
ACM Computing Surveys (CSUR)
SIGMOD '85 Proceedings of the 1985 ACM SIGMOD international conference on Management of data
Editors‘ Foreword: Intelligent Temporal Information Systems in Medicine
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
Fuzzy Temporal/Categorical Information in Diagnosis
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
Temporal Pattern Matching Using Fuzzy Templates
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
Deriving Trends in Historical and Real-Time Continuously Sampled Medical Data
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
A Multidimensional and Multigranular Model of Time for Medical Knowledge-Based Systems
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
Safe and sound: artificial intelligence in hazardous applications
Safe and sound: artificial intelligence in hazardous applications
Temporal Granularity: Completing the Puzzle
Journal of Intelligent Information Systems
Systems and software verification: model-checking techniques and tools
Systems and software verification: model-checking techniques and tools
The TSQL2 Temporal Query Language
The TSQL2 Temporal Query Language
Logic for Artificial Intelligence
Logic for Artificial Intelligence
Time Granularities in Databases, Data Mining and Temporal Reasoning
Time Granularities in Databases, Data Mining and Temporal Reasoning
Active Database Systems: Triggers and Rules for Advanced Database Processing
Active Database Systems: Triggers and Rules for Advanced Database Processing
The Logical Approach to Temporal Reasoning
Artificial Intelligence Review
Dynamic temporal interpretation contexts for temporal abstraction
Annals of Mathematics and Artificial Intelligence
CAPSUL: A constraint-based specification of repeating patterns in time-oriented data
Annals of Mathematics and Artificial Intelligence
Temporal representation and reasoning in artificial intelligence: Issues and approaches
Annals of Mathematics and Artificial Intelligence
Tigukat: a uniform behavioral objectbase management system
The VLDB Journal — The International Journal on Very Large Data Bases - Persistent object systems
Efficiently Supporting Temporal Granularities
IEEE Transactions on Knowledge and Data Engineering
Visualizing queries on databases of temporal histories: new metaphors and their evaluation
Data & Knowledge Engineering - Special issue: Temporal representation and reasoning
Strengthening Argumentation in Medical Explanations by Text Plan Revision
AIME '97 Proceedings of the 6th Conference on Artificial Intelligence in Medicine in Europe
The VLDB Journal — The International Journal on Very Large Data Bases
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Towards a Formal Characterization of Temporal Repetition with Closed Time
TIME '98 Proceedings of the Fifth International Workshop on Temporal Representation and Reasoning
A Formalization of Structured Temporal Objects and Repetition
TIME '00 Proceedings of the Seventh International Workshop on Temporal Representation and Reasoning (TIME'00)
Towards a Comprehensive Treatment of Temporal Constraints in Clinical Guidelines
TIME '02 Proceedings of the Ninth International Symposium on Temporal Representation and Reasoning (TIME'02)
Stratified Causal Theories for Reasoning about Deterministic Devices and Protocols
TIME '02 Proceedings of the Ninth International Symposium on Temporal Representation and Reasoning (TIME'02)
A general framework for reasoning about change
New Generation Computing
Vm: representing time-dependent relations in a medical setting
Vm: representing time-dependent relations in a medical setting
Proceedings of the 2003 ACM symposium on Applied computing
Interval Relations in Lexical Semantics of Verbs
Artificial Intelligence Review
Representing and Reasoning about Temporal Granularities
Journal of Logic and Computation
Plan management in the medical domain
AI Communications
Dynamic semantics for tense and aspect
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
IEEE Transactions on Information Technology in Biomedicine
Verification of temporal scheduling constraints in clinical practice guidelines
Artificial Intelligence in Medicine
A modular approach for representing and executing clinical guidelines
Artificial Intelligence in Medicine
Editorial: AI planning and scheduling in the medical hospital environment
Artificial Intelligence in Medicine
Continual planning and scheduling for managing patient tests in hospital laboratories
Artificial Intelligence in Medicine
Toward interactive scheduling systems for managing medical resources
Artificial Intelligence in Medicine
Metaphors of movement: a visualization and user interface for time-oriented, skeletal plans
Artificial Intelligence in Medicine
Guideline-based careflow systems
Artificial Intelligence in Medicine
Intelligent analysis of clinical time series: an application in the diabetes mellitus domain
Artificial Intelligence in Medicine
A temporal constraint structure for extracting temporal information from clinical narrative
Journal of Biomedical Informatics
Guest editorial: Temporal representation and reasoning in medicine
Artificial Intelligence in Medicine
Extending the event calculus for tracking epidemic spread
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Temporal abstraction in intelligent clinical data analysis: A survey
Artificial Intelligence in Medicine
Journal of Biomedical Informatics
High frequency distributed data stream event correlation to improve neonatal clinical management
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
Knowledge construction from time series data using a collaborative exploration system
Journal of Biomedical Informatics
Dynamic Bayesian networks as prognostic models for clinical patient management
Journal of Biomedical Informatics
A Human-Machine Cooperative Approach for Time Series Data Interpretation
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
A multidimensional temporal abstractive data mining framework
HIKM '10 Proceedings of the Fourth Australasian Workshop on Health Informatics and Knowledge Management - Volume 108
BioNLP '11 Proceedings of BioNLP 2011 Workshop
Web-based querying and temporal visualization of longitudinal clinical data
AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine
Learning rules with complex temporal patterns in biomedical domains
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Temporal constraints with multiple granularities in smart homes
Designing Smart Homes
Accurate Prediction of Coronary Artery Disease Using Reliable Diagnosis System
Journal of Medical Systems
Modeling Paradigms for Medical Diagnostic Decision Support: A Survey and Future Directions
Journal of Medical Systems
RFID Sensor-Tags Feeding a Context-Aware Rule-Based Healthcare Monitoring System
Journal of Medical Systems
Methodological Review: Annotating temporal information in clinical narratives
Journal of Biomedical Informatics
Towards generating a patient's timeline: Extracting temporal relationships from clinical notes
Journal of Biomedical Informatics
Temporal relation discovery between events and temporal expressions identified in clinical narrative
Journal of Biomedical Informatics
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Objective: Handling time-related concepts is essential in medicine. During diagnosis it can make a substantial difference to know the temporal order in which some symptoms occurred or for how long they lasted. During prognosis the potential evolutions of a disease are conceived as a description of events unfolding in time. In therapy planning the different steps of treatment must be applied in a precise order, with a given frequency and for a certain span of time in order to be effective. This article offers a survey on the use of temporal reasoning for decision support-related tasks in medicine.Material and methods: Key publications of the area, mainly circumscribed to the latest two decades, are reviewed and classified according to three important stages of patient treatment requiring decision support: diagnosis, prognosis and therapy planning/management. Other complementary publications, like those on time-centered information storage and retrieval, are also considered as they provide valuable support to the above mentioned three stages.Results: Key areas are highlighted and used to organize the latest contributions. The survey of previous research is followed by an analysis of what can still be improved and what is needed to make the next generation of decision support systems for medicine more effective.Conclusions: It can be observed that although the area has been considerably developed, there are still areas where more research is needed to make time-based systems of widespread use in decision support-related areas of medicine. Several suggestions for further exploration are proposed as a result of the survey.