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Published in: Chiropractic & Manual Therapies 1/2011

Open Access 01-12-2011 | Research

Inexperienced clinicians can extract pathoanatomic information from MRI narrative reports with high reproducibility for use in research/quality assurance

Authors: Peter Kent, Andrew M Briggs, Hanne B Albert, Andreas Byrhagen, Christian Hansen, Karina Kjaergaard, Tue S Jensen

Published in: Chiropractic & Manual Therapies | Issue 1/2011

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Abstract

Background

Although reproducibility in reading MRI images amongst radiologists and clinicians has been studied previously, no studies have examined the reproducibility of inexperienced clinicians in extracting pathoanatomic information from magnetic resonance imaging (MRI) narrative reports and transforming that information into quantitative data. However, this process is frequently required in research and quality assurance contexts. The purpose of this study was to examine inter-rater reproducibility (agreement and reliability) among an inexperienced group of clinicians in extracting spinal pathoanatomic information from radiologist-generated MRI narrative reports.

Methods

Twenty MRI narrative reports were randomly extracted from an institutional database. A group of three physiotherapy students independently reviewed the reports and coded the presence of 14 common pathoanatomic findings using a categorical electronic coding matrix. Decision rules were developed after initial coding in an effort to resolve ambiguities in narrative reports. This process was repeated a further three times using separate samples of 20 MRI reports until no further ambiguities were identified (total n = 80). Reproducibility between trainee clinicians and two highly trained raters was examined in an arbitrary coding round, with agreement measured using percentage agreement and reliability measured using unweighted Kappa (k). Reproducibility was then examined in another group of three trainee clinicians who had not participated in the production of the decision rules, using another sample of 20 MRI reports.

Results

The mean percentage agreement for paired comparisons between the initial trainee clinicians improved over the four coding rounds (97.9-99.4%), although the greatest improvement was observed after the first introduction of coding rules. High inter-rater reproducibility was observed between trainee clinicians across 14 pathoanatomic categories over the four coding rounds (agreement range: 80.8-100%; reliability range k = 0.63-1.00). Concurrent validity was high in paired comparisons between trainee clinicians and highly trained raters (agreement 97.8-98.1%, reliability k = 0.83-0.91). Reproducibility was also high in the second sample of trainee clinicians (inter-rater agreement 96.7-100.0% and reliability k = 0.76-1.00; intra-rater agreement 94.3-100.0% and reliability k = 0.61-1.00).

Conclusions

A high level of radiological training is not required in order to transform MRI-derived pathoanatomic information from a narrative format to a quantitative format with high reproducibility for research or quality assurance purposes.
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Literature
1.
go back to reference Lurie JD, Doman DM, Spratt KF, Tosteson ANA, Weinstein JN: Magnetic resonance imaging interpretation in patients with symptomatic lumbar spine disc herniations. Comparison of clinician and radiologist readings. Spine. 2009, 34: 701-705. 10.1097/BRS.0b013e31819b390e.PubMedCentralCrossRefPubMed Lurie JD, Doman DM, Spratt KF, Tosteson ANA, Weinstein JN: Magnetic resonance imaging interpretation in patients with symptomatic lumbar spine disc herniations. Comparison of clinician and radiologist readings. Spine. 2009, 34: 701-705. 10.1097/BRS.0b013e31819b390e.PubMedCentralCrossRefPubMed
2.
go back to reference Dora C, Walchli B, Elfering A, Gal I, Weishaupt D, Boos N: The significance of spinal canal dimensions in discriminating symptomatic from asymptomatic disc herniations. Eur Spine J. 2002, 11: 575-581. 10.1007/s00586-002-0448-0.CrossRefPubMed Dora C, Walchli B, Elfering A, Gal I, Weishaupt D, Boos N: The significance of spinal canal dimensions in discriminating symptomatic from asymptomatic disc herniations. Eur Spine J. 2002, 11: 575-581. 10.1007/s00586-002-0448-0.CrossRefPubMed
3.
go back to reference Jarvik JJ, Hollingworth W, Heagerty P, Haynor DR, Deyo RA: The longitudinal assessment of aging and disability of the back (LAIDBack) study: Baseline data. Spine. 2001, 26: 1158-1166. 10.1097/00007632-200105150-00014.CrossRefPubMed Jarvik JJ, Hollingworth W, Heagerty P, Haynor DR, Deyo RA: The longitudinal assessment of aging and disability of the back (LAIDBack) study: Baseline data. Spine. 2001, 26: 1158-1166. 10.1097/00007632-200105150-00014.CrossRefPubMed
4.
go back to reference Jensen MC, Brant-Zawadzki MN, Obuchowski N, Modic MT, Malkasian D, Ross JS: Magnetic resonance imaging of the lumbar spine in people without back pain. N Engl J Med. 1994, 331: 69-73. 10.1056/NEJM199407143310201.CrossRefPubMed Jensen MC, Brant-Zawadzki MN, Obuchowski N, Modic MT, Malkasian D, Ross JS: Magnetic resonance imaging of the lumbar spine in people without back pain. N Engl J Med. 1994, 331: 69-73. 10.1056/NEJM199407143310201.CrossRefPubMed
5.
go back to reference Jensen TS, Karppinen J, Sorensen JS, Niinimaki J, Leboeuf-Yde C: Vertebral endplate signal changes (Modic change): a systematic literature review of prevalence and association with non-specific low back pain. Eur Spine J. 2008, 17: 1407-1422. 10.1007/s00586-008-0770-2.PubMedCentralCrossRefPubMed Jensen TS, Karppinen J, Sorensen JS, Niinimaki J, Leboeuf-Yde C: Vertebral endplate signal changes (Modic change): a systematic literature review of prevalence and association with non-specific low back pain. Eur Spine J. 2008, 17: 1407-1422. 10.1007/s00586-008-0770-2.PubMedCentralCrossRefPubMed
6.
go back to reference Arana E, Royuela A, Kovacs FM, Estremera A, Sarasibar H, Amengual G, Galarraga I, Martinez C, Muriel A, Abraira V: Lumbar Spine: Agreement in the Interpretation of 1.5-T MR Images by Using the Nordic Modic Consensus Group Classification Form. Radiology. 2010, 254: 809-817. 10.1148/radiol.09090706.CrossRefPubMed Arana E, Royuela A, Kovacs FM, Estremera A, Sarasibar H, Amengual G, Galarraga I, Martinez C, Muriel A, Abraira V: Lumbar Spine: Agreement in the Interpretation of 1.5-T MR Images by Using the Nordic Modic Consensus Group Classification Form. Radiology. 2010, 254: 809-817. 10.1148/radiol.09090706.CrossRefPubMed
7.
go back to reference Lurie JD, Tosteson AN, Tosteson TD, Carragee E, Carrino JA, Kaiser J, Sequeiros RT, Lecomte AR, Grove MR, Blood EA: Reliability of readings of magnetic resonance imaging features of lumbar spinal stenosis. Spine. 2008, 33: 1605-1610. 10.1097/BRS.0b013e3181791af3.PubMedCentralCrossRefPubMed Lurie JD, Tosteson AN, Tosteson TD, Carragee E, Carrino JA, Kaiser J, Sequeiros RT, Lecomte AR, Grove MR, Blood EA: Reliability of readings of magnetic resonance imaging features of lumbar spinal stenosis. Spine. 2008, 33: 1605-1610. 10.1097/BRS.0b013e3181791af3.PubMedCentralCrossRefPubMed
8.
go back to reference Lurie JD, Tosteson AN, Tosteson TD, Carragee E, Carrino JA, Kaiser J, Sequeiros RT, Lecomte AR, Grove MR, Blood EA: Reliability of magnetic resonance imaging readings for lumbar disc herniation in the Spine Patient Outcomes Research Trial (SPORT). Spine. 2008, 33: 991-998. 10.1097/BRS.0b013e31816c8379.PubMedCentralCrossRefPubMed Lurie JD, Tosteson AN, Tosteson TD, Carragee E, Carrino JA, Kaiser J, Sequeiros RT, Lecomte AR, Grove MR, Blood EA: Reliability of magnetic resonance imaging readings for lumbar disc herniation in the Spine Patient Outcomes Research Trial (SPORT). Spine. 2008, 33: 991-998. 10.1097/BRS.0b013e31816c8379.PubMedCentralCrossRefPubMed
9.
go back to reference de Vet HC, Terwee CB, Knol DL, Bouter LM: When to use agreement versus reliability measures. J Clin Epidemiol. 2006, 59: 1033-1039. 10.1016/j.jclinepi.2005.10.015.CrossRefPubMed de Vet HC, Terwee CB, Knol DL, Bouter LM: When to use agreement versus reliability measures. J Clin Epidemiol. 2006, 59: 1033-1039. 10.1016/j.jclinepi.2005.10.015.CrossRefPubMed
10.
go back to reference Sim J, Wright CC: The kappa statistic in reliability studies: use, interpretation, and sample size requirements. Phys Ther. 2005, 85: 257-268.PubMed Sim J, Wright CC: The kappa statistic in reliability studies: use, interpretation, and sample size requirements. Phys Ther. 2005, 85: 257-268.PubMed
11.
go back to reference Jensen TS, Sorensen JS, Kjaer P: Intra- and interobserver reproducibility of vertebral endplate signal (Modic) changes in the lumbar spine: the Nordic Modic Consensus Group classification. Acta Radiol. 2007, 48: 748-754. 10.1080/02841850701422112.CrossRefPubMed Jensen TS, Sorensen JS, Kjaer P: Intra- and interobserver reproducibility of vertebral endplate signal (Modic) changes in the lumbar spine: the Nordic Modic Consensus Group classification. Acta Radiol. 2007, 48: 748-754. 10.1080/02841850701422112.CrossRefPubMed
12.
go back to reference Sorensen SJ, Kjaer P, Jensen TS, Andersen P: Low field magnetic resonance imaging of the lumbar spine: Reliability of qualitative evaluation of disc and muscle parameters. Acta Radiologica. 2006, 47: 947-953. 10.1080/02841850600965062.CrossRef Sorensen SJ, Kjaer P, Jensen TS, Andersen P: Low field magnetic resonance imaging of the lumbar spine: Reliability of qualitative evaluation of disc and muscle parameters. Acta Radiologica. 2006, 47: 947-953. 10.1080/02841850600965062.CrossRef
13.
go back to reference Carrino JA, Lurie JD, Tosteson AN, Tosteson TD, Carragee EJ, Kaiser J, Grove MR, Blood E, Pearson LH, Weinstein JN, Herzog R: Lumbar spine: reliability of MR imaging findings. Radiology. 2009, 250: 161-170. 10.1148/radiol.2493071999.PubMedCentralCrossRefPubMed Carrino JA, Lurie JD, Tosteson AN, Tosteson TD, Carragee EJ, Kaiser J, Grove MR, Blood E, Pearson LH, Weinstein JN, Herzog R: Lumbar spine: reliability of MR imaging findings. Radiology. 2009, 250: 161-170. 10.1148/radiol.2493071999.PubMedCentralCrossRefPubMed
14.
go back to reference Mulconrey DS, Knight RQ, Bramble JD, Paknikar S, Harty PA: Interobserver reliability in the interpretation of diagnostic lumbar MRI and nuclear imaging. Spine J. 2006, 6: 177-184. 10.1016/j.spinee.2005.08.011.CrossRefPubMed Mulconrey DS, Knight RQ, Bramble JD, Paknikar S, Harty PA: Interobserver reliability in the interpretation of diagnostic lumbar MRI and nuclear imaging. Spine J. 2006, 6: 177-184. 10.1016/j.spinee.2005.08.011.CrossRefPubMed
15.
go back to reference Altman DG: Some common problems in medical research. Practical statistics for medical research. 1999, London: Chapman & Hall/CRC Altman DG: Some common problems in medical research. Practical statistics for medical research. 1999, London: Chapman & Hall/CRC
16.
go back to reference Feinstein AR, Cicchetti DV: High agreement but low kappa: I. The problems of two paradoxes. J Clin Epidemiol. 1990, 43: 543-549. 10.1016/0895-4356(90)90158-L.CrossRefPubMed Feinstein AR, Cicchetti DV: High agreement but low kappa: I. The problems of two paradoxes. J Clin Epidemiol. 1990, 43: 543-549. 10.1016/0895-4356(90)90158-L.CrossRefPubMed
17.
go back to reference Kovacs FM, Royuela A, Jensen TS, Estremera A, Amengual G, Muriel A, Galarraga I, Martinez C, Arana E, Sarasibar H: Agreement in the Interpretation of Magnetic Resonance Images of the Lumbar Spine. Acta Radiologica. 2009, 50: 497-506. 10.1080/02841850902838074.CrossRefPubMed Kovacs FM, Royuela A, Jensen TS, Estremera A, Amengual G, Muriel A, Galarraga I, Martinez C, Arana E, Sarasibar H: Agreement in the Interpretation of Magnetic Resonance Images of the Lumbar Spine. Acta Radiologica. 2009, 50: 497-506. 10.1080/02841850902838074.CrossRefPubMed
18.
go back to reference Brennan P, Silman A: Statistical methods for assessing observer variability in clinical measures. BMJ. 1992, 304: 1491-1494. 10.1136/bmj.304.6840.1491.PubMedCentralCrossRefPubMed Brennan P, Silman A: Statistical methods for assessing observer variability in clinical measures. BMJ. 1992, 304: 1491-1494. 10.1136/bmj.304.6840.1491.PubMedCentralCrossRefPubMed
19.
go back to reference Landis JR, Koch GG: The measurement of observer agreement for categorical data. Biometrics. 1977, 33: 159-174. 10.2307/2529310.CrossRefPubMed Landis JR, Koch GG: The measurement of observer agreement for categorical data. Biometrics. 1977, 33: 159-174. 10.2307/2529310.CrossRefPubMed
Metadata
Title
Inexperienced clinicians can extract pathoanatomic information from MRI narrative reports with high reproducibility for use in research/quality assurance
Authors
Peter Kent
Andrew M Briggs
Hanne B Albert
Andreas Byrhagen
Christian Hansen
Karina Kjaergaard
Tue S Jensen
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Chiropractic & Manual Therapies / Issue 1/2011
Electronic ISSN: 2045-709X
DOI
https://doi.org/10.1186/2045-709X-19-16

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