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Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection
Cine-MRI for adhesion detection is a promising novel modality that can help the large group of patients developing pain after abdominal surgery. Few studies into its diagnostic accuracy are available, and none address observer variability. This retrospective study explores the inter- and intra-obser...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10054690/ https://www.ncbi.nlm.nih.gov/pubmed/36976106 http://dx.doi.org/10.3390/jimaging9030055 |
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author | de Wilde, Bram Joosten, Frank Venderink, Wulphert Davidse, Mirjam E. J. Geurts, Juliëtte Kruijt, Hanneke Vermeulen, Afke Martens, Bibi Schyns, Maxime V. P. Huige, Josephine C. B. M. de Boer, Myrte C. Tonino, Bart A. R. Zandvoort, Herman J. A. Lammert, Kirsti Parviainen, Helka Vuorinen, Aino-Maija Syväranta, Suvi Vogels, Ruben R. M. Prins, Wiesje Coppola, Andrea Bossa, Nancy ten Broek, Richard P. G. Huisman, Henkjan |
author_facet | de Wilde, Bram Joosten, Frank Venderink, Wulphert Davidse, Mirjam E. J. Geurts, Juliëtte Kruijt, Hanneke Vermeulen, Afke Martens, Bibi Schyns, Maxime V. P. Huige, Josephine C. B. M. de Boer, Myrte C. Tonino, Bart A. R. Zandvoort, Herman J. A. Lammert, Kirsti Parviainen, Helka Vuorinen, Aino-Maija Syväranta, Suvi Vogels, Ruben R. M. Prins, Wiesje Coppola, Andrea Bossa, Nancy ten Broek, Richard P. G. Huisman, Henkjan |
author_sort | de Wilde, Bram |
collection | PubMed |
description | Cine-MRI for adhesion detection is a promising novel modality that can help the large group of patients developing pain after abdominal surgery. Few studies into its diagnostic accuracy are available, and none address observer variability. This retrospective study explores the inter- and intra-observer variability, diagnostic accuracy, and the effect of experience. A total of 15 observers with a variety of experience reviewed 61 sagittal cine-MRI slices, placing box annotations with a confidence score at locations suspect for adhesions. Five observers reviewed the slices again one year later. Inter- and intra-observer variability are quantified using Fleiss’ (inter) and Cohen’s (intra) κ and percentage agreement. Diagnostic accuracy is quantified with receiver operating characteristic (ROC) analysis based on a consensus standard. Inter-observer Fleiss’ κ values range from 0.04 to 0.34, showing poor to fair agreement. High general and cine-MRI experience led to significantly (p < 0.001) better agreement among observers. The intra-observer results show Cohen’s κ values between 0.37 and 0.53 for all observers, except one with a low κ of −0.11. Group AUC scores lie between 0.66 and 0.72, with individual observers reaching 0.78. This study confirms that cine-MRI can diagnose adhesions, with respect to a radiologist consensus panel and shows that experience improves reading cine-MRI. Observers without specific experience adapt to this modality quickly after a short online tutorial. Observer agreement is fair at best and area under the receiver operating characteristic curve (AUC) scores leave room for improvement. Consistently interpreting this novel modality needs further research, for instance, by developing reporting guidelines or artificial intelligence-based methods. |
format | Online Article Text |
id | pubmed-10054690 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100546902023-03-30 Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection de Wilde, Bram Joosten, Frank Venderink, Wulphert Davidse, Mirjam E. J. Geurts, Juliëtte Kruijt, Hanneke Vermeulen, Afke Martens, Bibi Schyns, Maxime V. P. Huige, Josephine C. B. M. de Boer, Myrte C. Tonino, Bart A. R. Zandvoort, Herman J. A. Lammert, Kirsti Parviainen, Helka Vuorinen, Aino-Maija Syväranta, Suvi Vogels, Ruben R. M. Prins, Wiesje Coppola, Andrea Bossa, Nancy ten Broek, Richard P. G. Huisman, Henkjan J Imaging Article Cine-MRI for adhesion detection is a promising novel modality that can help the large group of patients developing pain after abdominal surgery. Few studies into its diagnostic accuracy are available, and none address observer variability. This retrospective study explores the inter- and intra-observer variability, diagnostic accuracy, and the effect of experience. A total of 15 observers with a variety of experience reviewed 61 sagittal cine-MRI slices, placing box annotations with a confidence score at locations suspect for adhesions. Five observers reviewed the slices again one year later. Inter- and intra-observer variability are quantified using Fleiss’ (inter) and Cohen’s (intra) κ and percentage agreement. Diagnostic accuracy is quantified with receiver operating characteristic (ROC) analysis based on a consensus standard. Inter-observer Fleiss’ κ values range from 0.04 to 0.34, showing poor to fair agreement. High general and cine-MRI experience led to significantly (p < 0.001) better agreement among observers. The intra-observer results show Cohen’s κ values between 0.37 and 0.53 for all observers, except one with a low κ of −0.11. Group AUC scores lie between 0.66 and 0.72, with individual observers reaching 0.78. This study confirms that cine-MRI can diagnose adhesions, with respect to a radiologist consensus panel and shows that experience improves reading cine-MRI. Observers without specific experience adapt to this modality quickly after a short online tutorial. Observer agreement is fair at best and area under the receiver operating characteristic curve (AUC) scores leave room for improvement. Consistently interpreting this novel modality needs further research, for instance, by developing reporting guidelines or artificial intelligence-based methods. MDPI 2023-02-23 /pmc/articles/PMC10054690/ /pubmed/36976106 http://dx.doi.org/10.3390/jimaging9030055 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article de Wilde, Bram Joosten, Frank Venderink, Wulphert Davidse, Mirjam E. J. Geurts, Juliëtte Kruijt, Hanneke Vermeulen, Afke Martens, Bibi Schyns, Maxime V. P. Huige, Josephine C. B. M. de Boer, Myrte C. Tonino, Bart A. R. Zandvoort, Herman J. A. Lammert, Kirsti Parviainen, Helka Vuorinen, Aino-Maija Syväranta, Suvi Vogels, Ruben R. M. Prins, Wiesje Coppola, Andrea Bossa, Nancy ten Broek, Richard P. G. Huisman, Henkjan Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection |
title | Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection |
title_full | Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection |
title_fullStr | Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection |
title_full_unstemmed | Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection |
title_short | Inter- and Intra-Observer Variability and the Effect of Experience in Cine-MRI for Adhesion Detection |
title_sort | inter- and intra-observer variability and the effect of experience in cine-mri for adhesion detection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10054690/ https://www.ncbi.nlm.nih.gov/pubmed/36976106 http://dx.doi.org/10.3390/jimaging9030055 |
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