Traumatic brain injury rehabilitation: Analysis of common data elements

Michael J. Grove; Greg J. Lamberty; Lael C Gatewood; Layne M. Johnson

doi:10.3233/978-1-61499-289-9-1186

Traumatic brain injury rehabilitation: Analysis of common data elements

Michael J. Grove
, Greg J. Lamberty
, Lael C Gatewood
, Layne M. Johnson

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Abstract

Physical medicine rehabilitation interventions for post-acute traumatic brain injury (TBI) are heterogeneous and subject to differences based on multi-disciplinary treatment plans [1]. There is no universal knowledge representation (KR) model for TBI rehabilitation which impedes data collection, aggregation, computation, and sharing. This paper describes results of an analysis of the National Institute for Neurological Disorders and Stroke (NINDS) TBI 'Common Data Elements' (CDE) clinical data standardization set. We conducted this to understand current TBI rehabilitation KR and as a foundational step toward the creation of a domain ontology. A content coverage study was performed on the 'Treatment/Intervention' sub-set of CDEs. Results show that coverage of the CDEs is broad but lacks depth to represent the context of data collection in the TBI rehabilitation process. Next steps will be development of a KR model and identification and validation of domain concepts for a foundational ontology.

Original language	English (US)
Title of host publication	MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics
Publisher	IOS Press
Pages	1186
Number of pages	1
Edition	1-2
ISBN (Print)	9781614992882
DOIs	https://doi.org/10.3233/978-1-61499-289-9-1186
State	Published - 2013
Event	14th World Congress on Medical and Health Informatics, MEDINFO 2013 - Copenhagen, Denmark Duration: Aug 20 2013 → Aug 23 2013

Publication series

Name	Studies in Health Technology and Informatics
Number	1-2
Volume	192
ISSN (Print)	0926-9630
ISSN (Electronic)	1879-8365

Other

Other	14th World Congress on Medical and Health Informatics, MEDINFO 2013
Country/Territory	Denmark
City	Copenhagen
Period	8/20/13 → 8/23/13

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Brain Injuries
Knowledge Representation
Rehabilitation

Publisher link

10.3233/978-1-61499-289-9-1186

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Cite this

Grove, M. J., Lamberty, G. J., Gatewood, L. C., & Johnson, L. M. (2013). Traumatic brain injury rehabilitation: Analysis of common data elements. In MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics (1-2 ed., pp. 1186). (Studies in Health Technology and Informatics; Vol. 192, No. 1-2). IOS Press. https://doi.org/10.3233/978-1-61499-289-9-1186

Traumatic brain injury rehabilitation: Analysis of common data elements. / Grove, Michael J.; Lamberty, Greg J.; Gatewood, Lael C et al.
MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2. ed. IOS Press, 2013. p. 1186 (Studies in Health Technology and Informatics; Vol. 192, No. 1-2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Grove, MJ, Lamberty, GJ, Gatewood, LC & Johnson, LM 2013, Traumatic brain injury rehabilitation: Analysis of common data elements. in MEDINFO 2013 - Proceedings of the 14th World Congress on Medical and Health Informatics. 1-2 edn, Studies in Health Technology and Informatics, no. 1-2, vol. 192, IOS Press, pp. 1186, 14th World Congress on Medical and Health Informatics, MEDINFO 2013, Copenhagen, Denmark, 8/20/13. https://doi.org/10.3233/978-1-61499-289-9-1186

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AB - Physical medicine rehabilitation interventions for post-acute traumatic brain injury (TBI) are heterogeneous and subject to differences based on multi-disciplinary treatment plans [1]. There is no universal knowledge representation (KR) model for TBI rehabilitation which impedes data collection, aggregation, computation, and sharing. This paper describes results of an analysis of the National Institute for Neurological Disorders and Stroke (NINDS) TBI 'Common Data Elements' (CDE) clinical data standardization set. We conducted this to understand current TBI rehabilitation KR and as a foundational step toward the creation of a domain ontology. A content coverage study was performed on the 'Treatment/Intervention' sub-set of CDEs. Results show that coverage of the CDEs is broad but lacks depth to represent the context of data collection in the TBI rehabilitation process. Next steps will be development of a KR model and identification and validation of domain concepts for a foundational ontology.

KW - Brain Injuries

KW - Knowledge Representation

KW - Rehabilitation

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Traumatic brain injury rehabilitation: Analysis of common data elements

Abstract

Publication series

Other

UN SDGs

Keywords

Publisher link

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