Cargando…

Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results

BACKGROUND: Dizziness and imbalance are common symptoms that are often inadequately diagnosed or managed, due to a lack of dedicated specialists. Decision Support Systems (DSS) may support first-line physicians to diagnose and manage these patients based on personalised data. AIM: To examine the dia...

Descripción completa

Detalles Bibliográficos
Autores principales: Bamiou, Doris-Eva, Kikidis, Dimitris, Bibas, Thanos, Koohi, Nehzat, Macdonald, Nora, Maurer, Christoph, Wuyts, Floris L., Ihtijarevic, Berina, Celis, Laura, Mucci, Viviana, Maes, Leen, Van Rompaey, Vincent, Van de Heyning, Paul, Nazareth, Irwin, Exarchos, Themis P., Fotiadis, Dimitrios, Koutsouris, Dimitrios, Luxon, Linda M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8527447/
https://www.ncbi.nlm.nih.gov/pubmed/34669009
http://dx.doi.org/10.1007/s00415-021-10829-7
_version_ 1784586069915729920
author Bamiou, Doris-Eva
Kikidis, Dimitris
Bibas, Thanos
Koohi, Nehzat
Macdonald, Nora
Maurer, Christoph
Wuyts, Floris L.
Ihtijarevic, Berina
Celis, Laura
Mucci, Viviana
Maes, Leen
Van Rompaey, Vincent
Van de Heyning, Paul
Nazareth, Irwin
Exarchos, Themis P.
Fotiadis, Dimitrios
Koutsouris, Dimitrios
Luxon, Linda M.
author_facet Bamiou, Doris-Eva
Kikidis, Dimitris
Bibas, Thanos
Koohi, Nehzat
Macdonald, Nora
Maurer, Christoph
Wuyts, Floris L.
Ihtijarevic, Berina
Celis, Laura
Mucci, Viviana
Maes, Leen
Van Rompaey, Vincent
Van de Heyning, Paul
Nazareth, Irwin
Exarchos, Themis P.
Fotiadis, Dimitrios
Koutsouris, Dimitrios
Luxon, Linda M.
author_sort Bamiou, Doris-Eva
collection PubMed
description BACKGROUND: Dizziness and imbalance are common symptoms that are often inadequately diagnosed or managed, due to a lack of dedicated specialists. Decision Support Systems (DSS) may support first-line physicians to diagnose and manage these patients based on personalised data. AIM: To examine the diagnostic accuracy and application of the EMBalance DSS for diagnosis and management of common vestibular disorders in primary care. METHODS: Patients with persistent dizziness were recruited from primary care in Germany, Greece, Belgium and the UK and randomised to primary care clinicians assessing the patients with (+ DSS) versus assessment without (− DSS) the EMBalance DSS. Subsequently, specialists in neuro-otology/audiovestibular medicine performed clinical evaluation of each patient in a blinded way to provide the “gold standard” against which the + DSS, − DSS and the DSS as a standalone tool (i.e. without the final decision made by the clinician) were validated. RESULTS: One hundred ninety-four participants (age range 25–85, mean = 57.7, SD = 16.7 years) were assigned to the + DSS (N = 100) and to the − DSS group (N = 94). The diagnosis suggested by the + DSS primary care physician agreed with the expert diagnosis in 54%, compared to 41.5% of cases in the − DSS group (odds ratio 1.35). Similar positive trends were observed for management and further referral in the + DSS vs. the − DSS group. The standalone DSS had better diagnostic and management accuracy than the + DSS group. CONCLUSION: There were trends for improved vestibular diagnosis and management when using the EMBalance DSS. The tool requires further development to improve its diagnostic accuracy, but holds promise for timely and effective diagnosis and management of dizzy patients in primary care. TRIAL REGISTRATION NUMBER: NCT02704819 (clinicaltrials.gov).
format Online
Article
Text
id pubmed-8527447
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Springer Berlin Heidelberg
record_format MEDLINE/PubMed
spelling pubmed-85274472021-10-20 Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results Bamiou, Doris-Eva Kikidis, Dimitris Bibas, Thanos Koohi, Nehzat Macdonald, Nora Maurer, Christoph Wuyts, Floris L. Ihtijarevic, Berina Celis, Laura Mucci, Viviana Maes, Leen Van Rompaey, Vincent Van de Heyning, Paul Nazareth, Irwin Exarchos, Themis P. Fotiadis, Dimitrios Koutsouris, Dimitrios Luxon, Linda M. J Neurol Original Communication BACKGROUND: Dizziness and imbalance are common symptoms that are often inadequately diagnosed or managed, due to a lack of dedicated specialists. Decision Support Systems (DSS) may support first-line physicians to diagnose and manage these patients based on personalised data. AIM: To examine the diagnostic accuracy and application of the EMBalance DSS for diagnosis and management of common vestibular disorders in primary care. METHODS: Patients with persistent dizziness were recruited from primary care in Germany, Greece, Belgium and the UK and randomised to primary care clinicians assessing the patients with (+ DSS) versus assessment without (− DSS) the EMBalance DSS. Subsequently, specialists in neuro-otology/audiovestibular medicine performed clinical evaluation of each patient in a blinded way to provide the “gold standard” against which the + DSS, − DSS and the DSS as a standalone tool (i.e. without the final decision made by the clinician) were validated. RESULTS: One hundred ninety-four participants (age range 25–85, mean = 57.7, SD = 16.7 years) were assigned to the + DSS (N = 100) and to the − DSS group (N = 94). The diagnosis suggested by the + DSS primary care physician agreed with the expert diagnosis in 54%, compared to 41.5% of cases in the − DSS group (odds ratio 1.35). Similar positive trends were observed for management and further referral in the + DSS vs. the − DSS group. The standalone DSS had better diagnostic and management accuracy than the + DSS group. CONCLUSION: There were trends for improved vestibular diagnosis and management when using the EMBalance DSS. The tool requires further development to improve its diagnostic accuracy, but holds promise for timely and effective diagnosis and management of dizzy patients in primary care. TRIAL REGISTRATION NUMBER: NCT02704819 (clinicaltrials.gov). Springer Berlin Heidelberg 2021-10-20 2022 /pmc/articles/PMC8527447/ /pubmed/34669009 http://dx.doi.org/10.1007/s00415-021-10829-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Communication
Bamiou, Doris-Eva
Kikidis, Dimitris
Bibas, Thanos
Koohi, Nehzat
Macdonald, Nora
Maurer, Christoph
Wuyts, Floris L.
Ihtijarevic, Berina
Celis, Laura
Mucci, Viviana
Maes, Leen
Van Rompaey, Vincent
Van de Heyning, Paul
Nazareth, Irwin
Exarchos, Themis P.
Fotiadis, Dimitrios
Koutsouris, Dimitrios
Luxon, Linda M.
Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results
title Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results
title_full Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results
title_fullStr Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results
title_full_unstemmed Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results
title_short Diagnostic accuracy and usability of the EMBalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results
title_sort diagnostic accuracy and usability of the embalance decision support system for vestibular disorders in primary care: proof of concept randomised controlled study results
topic Original Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8527447/
https://www.ncbi.nlm.nih.gov/pubmed/34669009
http://dx.doi.org/10.1007/s00415-021-10829-7
work_keys_str_mv AT bamioudoriseva diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT kikidisdimitris diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT bibasthanos diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT koohinehzat diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT macdonaldnora diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT maurerchristoph diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT wuytsflorisl diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT ihtijarevicberina diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT celislaura diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT mucciviviana diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT maesleen diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT vanrompaeyvincent diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT vandeheyningpaul diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT nazarethirwin diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT exarchosthemisp diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT fotiadisdimitrios diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT koutsourisdimitrios diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults
AT luxonlindam diagnosticaccuracyandusabilityoftheembalancedecisionsupportsystemforvestibulardisordersinprimarycareproofofconceptrandomisedcontrolledstudyresults