Literature DB >> 12463951

Temporal knowledge representation for scheduling tasks in clinical trial protocols.

Chunhua Weng1, Michael Kahn, John Gennari.   

Abstract

Clinical trial protocols include detailed temporal constraints on treatment and associated tasks. Unlike health-care guidelines, protocols are highly prescriptive. Therefore, informatics applications that enforce such temporal constraints are more directly useful with protocols than with guidelines. Although there are some temporal knowledge representation efforts for health-care guidelines, we find these to be insufficiently expressive for clinical trial protocols. In this paper, we focus on temporal knowledge representation for clinical trial protocols and the task of patient-specific scheduling in protocols. We define a temporal ontology, use it to encode clinical trial protocols, and describe a prototype tool to carry out patient-specific scheduling for the tasks in protocols. We predict that an expressive temporal knowledge representation can support a number of scheduling and management tasks for protocol-based care.

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Mesh:

Year:  2002        PMID: 12463951      PMCID: PMC2244397     

Source DB:  PubMed          Journal:  Proc AMIA Symp        ISSN: 1531-605X


  2 in total

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  2 in total
  6 in total

1.  Extracting temporal constraints from clinical research eligibility criteria using conditional random fields.

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Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

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Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

Review 3.  Formal representation of eligibility criteria: a literature review.

Authors:  Chunhua Weng; Samson W Tu; Ida Sim; Rachel Richesson
Journal:  J Biomed Inform       Date:  2009-12-23       Impact factor: 6.317

4.  Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research Setting.

Authors:  Alex Butler; Junghwan Lee; Yat So; Linda Busacca; Karen Marder; Henry N Ginsberg; Dianne Frederick; Ismael Castaneda; Elizabeth Guerridoi; Chunhua Weng
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25

5.  EliXR-TIME: A Temporal Knowledge Representation for Clinical Research Eligibility Criteria.

Authors:  Mary Regina Boland; Samson W Tu; Simona Carini; Ida Sim; Chunhua Weng
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2012-03-19

6.  Designing Ontology-based Patterns for the Representation of the Time-Relevant Eligibility Criteria of Clinical Protocols.

Authors:  Christopher L Crowe; Cui Tao
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2015-03-25
  6 in total

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