Towards a general theory of action and time
Artificial Intelligence
A logic-based calculus of events
New Generation Computing
Artificial Intelligence
Temporal logics in AI: semantical and ontological considerations
Artificial Intelligence
Temporal logics and their applications
Temporal logics and their applications
Temporal ontology and temporal reference
Computational Linguistics - Special issue on tense and aspect
Aspect, aspectual class, and the temporal structure of narrative
Computational Linguistics - Special issue on tense and aspect
A computational model of the semantics of tense and aspect
Computational Linguistics - Special issue on tense and aspect
Computational Linguistics - Special issue on tense and aspect
Model-based interpretation of time-ordered medical data
Model-based interpretation of time-ordered medical data
A critical examination of Allen's theory of action and time
Artificial Intelligence
Temporal representation of clinical algorithms using expert-system and database tools
Computers and Biomedical Research
Planning and control
Artificial Intelligence - Special issue on knowledge representation
Temporal reasoning based on semi-intervals
Artificial Intelligence
Artificial intelligence and mathematical theory of computation
Development of a knowledge base for diagnostic reasoning in cardiology
Computers and Biomedical Research
Temporal databases: theory, design, and implementation
Temporal databases: theory, design, and implementation
TQuery: a context-sensitive temporal query language
Computers and Biomedical Research
Model-based interpretation of the ECG: a methodology for temporal and spatial reasoning
Computers and Biomedical Research - Papers presented at the 16th symposium on computer applications in medical care (SCAMC)
RE´SUME´: a temporal-abstraction system for patient monitoring
Computers and Biomedical Research - Papers presented at the 16th symposium on computer applications in medical care (SCAMC)
Temporal logic (vol. 1): mathematical foundations and computational aspects
Temporal logic (vol. 1): mathematical foundations and computational aspects
Natural language understanding (2nd ed.)
Natural language understanding (2nd ed.)
Time series prediction using belief network models
International Journal of Human-Computer Studies - Special issue: real-world applications of uncertain reasoning
A knowledge-based method for temporal abstraction of clinical data
A knowledge-based method for temporal abstraction of clinical data
Development and evaluation of a computerized admission diagnosis encoding system
Computers and Biomedical Research
A framework for knowledge-based temporal abstraction
Artificial Intelligence
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Knowledge representation: logical, philosophical and computational foundations
Knowledge representation: logical, philosophical and computational foundations
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
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
Maintaining knowledge about temporal intervals
Communications of the ACM
Temporal Granularity: Completing the Puzzle
Journal of Intelligent Information Systems
The TSQL2 Temporal Query Language
The TSQL2 Temporal Query Language
Statistical Language Learning
Expert Systems and Probabiistic Network Models
Expert Systems and Probabiistic Network Models
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition
The Logical Approach to Temporal Reasoning
Artificial Intelligence Review
Temporal representation and reasoning in artificial intelligence: Issues and approaches
Annals of Mathematics and Artificial Intelligence
Temporal Entity-Relationship Models-A Survey
IEEE Transactions on Knowledge and Data Engineering
Retrieving time information from natural-language texts
SIGIR '80 Proceedings of the 3rd annual ACM conference on Research and development in information retrieval
Visualizing queries on databases of temporal histories: new metaphors and their evaluation
Data & Knowledge Engineering - Special issue: Temporal representation and reasoning
Visual Definition of Temporal Clinical Abstractions: A User Interface Based on Novel Metaphors
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
AIME '95 Proceedings of the 5th Conference on Artificial Intelligence in Medicine in Europe: Artificial Intelligence Medicine
The VLDB Journal — The International Journal on Very Large Data Bases
Managing time granularity of narrative clinical information: the temporal data model TIME-NESIS
TIME '96 Proceedings of the 3rd Workshop on Temporal Representation and Reasoning (TIME'96)
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)
A Framework for Temporal Data Models: Exploiting Object-Oriented Technology
TOOLS '97 Proceedings of the Tools-23: Technology of Object-Oriented Languages and Systems
Schema-shift strategies to understanding structured texts in natural language
Schema-shift strategies to understanding structured texts in natural language
A temporal representation and reasoning model for medical decision-support systems
A temporal representation and reasoning model for medical decision-support systems
Temporal mediation of relational databases for clinical decision support
Temporal mediation of relational databases for clinical decision support
Temporal inferences in medical texts
ACL '85 Proceedings of the 23rd annual meeting on Association for Computational Linguistics
Discourse relations and defeasible knowledge
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Computer aided fuzzy medical diagnosis
Information Sciences: an International Journal - Special issue: Medical expert systems
A framework for resolution of time in natural language
ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on Temporal Information Processing
Integrating quantitative and qualitative fuzzy temporal constraints
AI Communications - Special issue on: Spatial and temporal reasoning
Representing and Reasoning about Temporal Granularities
Journal of Logic and Computation
Language As a Cognitive Process: Syntax
Language As a Cognitive Process: Syntax
Temporal reasoning for decision support in medicine
Artificial Intelligence in Medicine
MPLUS: a probabilistic medical language understanding system
BioMed '02 Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain - Volume 3
The algebra IAfuz: a framework for qualitative fuzzy temporal reasoning
Artificial Intelligence
A temporal constraint structure for extracting temporal information from clinical narrative
Journal of Biomedical Informatics
Artificial Intelligence in Medicine
A framework for distributed mediation of temporal-abstraction queries to clinical databases
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Computer Methods and Programs in Biomedicine
Probabilistic temporal networks: A unified framework for reasoning with time and uncertainty
International Journal of Approximate Reasoning
Verification of temporal scheduling constraints in clinical practice guidelines
Artificial Intelligence in Medicine
M-HTP: A system for monitoring heart transplant patients
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
The visual display of temporal information
Artificial Intelligence in Medicine
A modular approach for representing and executing clinical guidelines
Artificial Intelligence in Medicine
Temporal representation and reasoning in artificial intelligence: A review
Mathematical and Computer Modelling: An International Journal
Toward interactive scheduling systems for managing medical resources
Artificial Intelligence in Medicine
Visualization and interactive analysis of blood parameters with InfoZoom
Artificial Intelligence in Medicine
Distinguishing historical from current problems in clinical reports: which textual features help?
BioNLP '09 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
Methodological Review: What can natural language processing do for clinical decision support?
Journal of Biomedical Informatics
Leveraging natural language processing of clinical narratives for phenotype modeling
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
A neuro-oncology workstation for structuring, modeling, and visualizing patient records
Proceedings of the 1st ACM International Health Informatics Symposium
Linguistic and temporal processing for discovering hospital acquired infection from patient records
KR4HC'10 Proceedings of the ECAI 2010 conference on Knowledge representation for health-care
BioNLP '11 Proceedings of BioNLP 2011 Workshop
Summarization of clinical information: A conceptual model
Journal of Biomedical Informatics
Towards structuring episodes in patient history
ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge
Annotating and learning event durations in text
Computational Linguistics
Medical event coreference resolution using the UMLS metathesaurus and temporal reasoning
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
If it may have happened before, it happened, but not necessarily before
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
V-model: a new innovative model to chronologically visualize narrative clinical texts
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatic analysis of patient history episodes in Bulgarian hospital discharge letters
EACL '12 Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Learning to temporally order medical events in clinical text
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Temporal classification of medical events
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
A workbench for temporal event information extraction from patient records
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
MedTime: A temporal information extraction system for 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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Temporal information is crucial in electronic medical records and biomedical information systems. Processing temporal information in medical narrative data is a very challenging area. It lies at the intersection of temporal representation and reasoning (TRR) in artificial intelligence and medical natural language processing (MLP). Some fundamental concepts and important issues in relation to TRR have previously been discussed, mainly in the context of processing structured data in biomedical informatics; however, it is important that these concepts be re-examined in the context of processing narrative data using MLP. Theoretical and methodological TRR studies in biomedical informatics can be classified into three main categories: category 1 applies theories and models from temporal reasoning in AI; category 2 defines frameworks that meet needs from clinical applications; category 3 resolves issues such as temporal granularity and uncertainty. Currently, most MLP systems are not designed with a formal representation of time, and their ability to reason about temporal relations among medical events is limited. Previous work in processing time with clinical narrative data includes processing time in clinical reports, modeling textual temporal expressions in clinical databases, processing time in clinical guidelines, and building time standards for data exchange and integration. In addition to common problems in MLP, there are challenges specific to TRR in medical text, which occur at each level of linguistic structure and analysis. Despite advances in temporal reasoning in biomedical informatics, processing time in medical text deserves more attention. Besides the need for more research in temporal granularity, fuzzy time, temporal contradiction, intermittent events and uncertainty, broad areas for future research include enhancing functions of current MLP systems on processing temporal information, incorporating medical knowledge into temporal reasoning systems, resolving coreference, integrating narrative data with structured data and evaluating these systems.