TY - JOUR
T1 - Impact of normative brain volume reports on the diagnosis of neurodegenerative dementia disorders in neuroradiology
T2 - A real-world, clinical practice study
AU - Hedderich, Dennis M.
AU - Schmitz-Koep, Benita
AU - Schuberth, Madeleine
AU - Schultz, Vivian
AU - Schlaeger, Sarah J.
AU - Schinz, David
AU - Rubbert, Christian
AU - Caspers, Julian
AU - Zimmer, Claus
AU - Grimmer, Timo
AU - Yakushev, Igor
N1 - Publisher Copyright:
Copyright © 2022 Hedderich, Schmitz-Koep, Schuberth, Schultz, Schlaeger, Schinz, Rubbert, Caspers, Zimmer, Grimmer and Yakushev.
PY - 2022/10/12
Y1 - 2022/10/12
N2 - Background: Normative brain volume reports (NBVR) are becoming more available in the work-up of patients with suspected dementia disorders, potentially leveraging the value of structural MRI in clinical settings. The present study aims to investigate the impact of NBVRs on the diagnosis of neurodegenerative dementia disorders in real-world clinical practice. Methods: We retrospectively analyzed data of 112 memory clinic patients, who were consecutively referred for MRI and 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET) during a 12-month period. Structural MRI was assessed by two residents with 2 and 3 years of neuroimaging experience. Statements and diagnostic confidence regarding the presence of a neurodegenerative disorder in general (first level) and Alzheimer’s disease (AD) pattern in particular (second level) were recorded without and with NBVR information. FDG-PET served as the reference standard. Results: Overall, despite a trend towards increased accuracy, the impact of NBVRs on diagnostic accuracy was low and non-significant. We found a significant drop of sensitivity (0.75–0.58; p < 0.001) and increase of specificity (0.62–0.85; p < 0.001) for rater 1 at identifying patients with neurodegenerative dementia disorders. Diagnostic confidence increased for rater 2 (p < 0.001). Conclusions: Overall, NBVRs had a limited impact on diagnostic accuracy in real-world clinical practice. Potentially, NBVR might increase diagnostic specificity and confidence of neuroradiology residents. To this end, a well-defined framework for integration of NBVR in the diagnostic process and improved algorithms of NBVR generation are essential.
AB - Background: Normative brain volume reports (NBVR) are becoming more available in the work-up of patients with suspected dementia disorders, potentially leveraging the value of structural MRI in clinical settings. The present study aims to investigate the impact of NBVRs on the diagnosis of neurodegenerative dementia disorders in real-world clinical practice. Methods: We retrospectively analyzed data of 112 memory clinic patients, who were consecutively referred for MRI and 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET) during a 12-month period. Structural MRI was assessed by two residents with 2 and 3 years of neuroimaging experience. Statements and diagnostic confidence regarding the presence of a neurodegenerative disorder in general (first level) and Alzheimer’s disease (AD) pattern in particular (second level) were recorded without and with NBVR information. FDG-PET served as the reference standard. Results: Overall, despite a trend towards increased accuracy, the impact of NBVRs on diagnostic accuracy was low and non-significant. We found a significant drop of sensitivity (0.75–0.58; p < 0.001) and increase of specificity (0.62–0.85; p < 0.001) for rater 1 at identifying patients with neurodegenerative dementia disorders. Diagnostic confidence increased for rater 2 (p < 0.001). Conclusions: Overall, NBVRs had a limited impact on diagnostic accuracy in real-world clinical practice. Potentially, NBVR might increase diagnostic specificity and confidence of neuroradiology residents. To this end, a well-defined framework for integration of NBVR in the diagnostic process and improved algorithms of NBVR generation are essential.
KW - Alzheimer’s disease
KW - artificial intelligence—AI
KW - biomarkers
KW - magnetic resonance imaging
KW - neurodegenerative disorder (NDD)
KW - positron-emission-tomography
UR - http://www.scopus.com/inward/record.url?scp=85140583780&partnerID=8YFLogxK
U2 - 10.3389/fnagi.2022.971863
DO - 10.3389/fnagi.2022.971863
M3 - Article
AN - SCOPUS:85140583780
SN - 1663-4365
VL - 14
JO - Frontiers in Aging Neuroscience
JF - Frontiers in Aging Neuroscience
M1 - 971863
ER -