[HTML][HTML] Quantitative EEG for early differential diagnosis of dementia with Lewy bodies

S Iannaccone, E Houdayer, A Spina, G Nocera… - Frontiers in …, 2023 - frontiersin.org
Introduction Differentiating between the two most common forms of dementia, Alzheimer's
dementia and dementia with Lewy bodies (DLB) remains difficult and requires the use of …

[HTML][HTML] Random forest to differentiate dementia with Lewy bodies from Alzheimer's disease

M Dauwan, JJ van der Zande, E van Dellen… - Alzheimer's & Dementia …, 2016 - Elsevier
Introduction The aim of this study was to build a random forest classifier to improve the
diagnostic accuracy in differentiating dementia with Lewy bodies (DLB) from Alzheimer's …

[HTML][HTML] The role of EEG in the diagnosis, prognosis and clinical correlations of dementia with Lewy bodies—a systematic review

ZK Law, C Todd, R Mehraram, J Schumacher… - Diagnostics, 2020 - mdpi.com
Despite improvements in diagnostic criteria for dementia with Lewy bodies (DLB), the ability
to discriminate DLB from Alzheimer's disease (AD) and other dementias remains …

[HTML][HTML] A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between …

Y Suzuki, M Suzuki, K Shigenobu, K Shinosaki, Y Aoki… - Plos one, 2022 - journals.plos.org
Background and purpose An early and accurate diagnosis of Dementia with Lewy bodies
(DLB) is critical because treatments and prognosis of DLB are different from Alzheimer's …

The EEG as a diagnostic tool in distinguishing between dementia with Lewy bodies and Alzheimer's disease

H Lee, GJF Brekelmans, G Roks - Clinical Neurophysiology, 2015 - Elsevier
Objective Current diagnostic criteria for dementia with Lewy bodies (DLB) regard
electroencephalogram (EEG) abnormalities as a supportive feature. It has also been …

Electroencephalogram in dementia with Lewy bodies: a systematic review

S Chatzikonstantinou, J McKenna, E Karantali… - Aging Clinical and …, 2021 - Springer
Dementia with Lewy bodies (DLB) belongs to the spectrum of Lewy body dementia (LBD)
that also encompasses Parkinson's disease dementia (PDD). It is a common …

[引用][C] P2‐131: Applying Random Forest Machine Learning to Diagnose Alzheimer's Disease and Dementia with Lewy Bodies: A Combination of …

JJ van der Zande, M Dauwan… - Alzheimer's & …, 2016 - Wiley Online Library
Background Discrimination between Alzheimer's disease (AD) and dementia with Lewy
bodies (DLB) can be difficult, yet is important for patient care. Recently there has been …

Optimizing cCOG, a Web‐based tool, to detect dementia with Lewy Bodies

AM van Gils, M van de Beek… - Alzheimer's & …, 2022 - Wiley Online Library
Abstract Introduction Distinguishing dementia with Lewy bodies (DLB) from Alzheimer's
disease (AD) is challenging due to overlapping presentations. We adapted a Web‐based …

Classification of patients with Alzheimer's disease and dementia with Lewy bodies using resting EEG selected features at sensor and source levels: a proof-of-concept …

R San-Martin, FJ Fraga, C Del Percio… - Current Alzheimer …, 2021 - ingentaconnect.com
Background: Early differentiation between Alzheimer's disease (AD) and Dementia with
Lewy Bodies (DLB) is important for accurate prognosis, as DLB patients typically show faster …

EEG markers of dementia with Lewy bodies: a multicenter cohort study

L Bonanni, R Franciotti, F Nobili… - Journal of …, 2016 - content.iospress.com
Quantitative EEG (QEEG) has demonstrated good discriminative capacity for dementia with
Lewy bodies (DLB) diagnosis as compared to Alzheimer's disease (AD) with a predictive …