[HTML][HTML] Technical and clinical validation of commercial automated volumetric MRI tools for dementia diagnosis—a systematic review

HG Pemberton, LAM Zaki, O Goodkin, RK Das… - Neuroradiology, 2021 - Springer
Developments in neuroradiological MRI analysis offer promise in enhancing objectivity and
consistency in dementia diagnosis through the use of quantitative volumetric reporting tools …

Predicting the progression of mild cognitive impairment using machine learning: a systematic, quantitative and critical review

M Ansart, S Epelbaum, G Bassignana, A Bône… - Medical Image …, 2021 - Elsevier
We performed a systematic review of studies focusing on the automatic prediction of the
progression of mild cognitive impairment to Alzheimer's disease (AD) dementia, and a …

FDA-approved machine learning algorithms in neuroradiology: a systematic review of the current evidence for approval

AG Yearley, CMW Goedmakers, A Panahi… - Artificial Intelligence in …, 2023 - Elsevier
Over the past decade, machine learning (ML) and artificial intelligence (AI) have become
increasingly prevalent in the medical field. In the United States, the Food and Drug …

Association of brain magnetic resonance imaging signs with cognitive outcomes in persons with nonimpaired cognition and mild cognitive impairment

A Wu, AR Sharrett, RF Gottesman, MC Power… - JAMA network …, 2019 - jamanetwork.com
Importance Brain atrophy and vascular lesions contribute to dementia and mild cognitive
impairment (MCI) in clinical referral populations. Prospective evidence in older general …

Standardization of hippocampus volumetry using automated brain structure volumetry tool for an initial Alzheimer's disease imaging biomarker

J Abrigo, L Shi, Y Luo, Q Chen, WCW Chu… - Acta …, 2019 - journals.sagepub.com
Background One significant barrier to incorporate Alzheimer's disease (AD) imaging
biomarkers into diagnostic criteria is the lack of standardized methods for biomarker …

[HTML][HTML] Diagnosis and Treatment of Alzheimer's Disease:: An Update

E Bomasang-Layno, R Bronsther - Delaware journal of public …, 2021 - ncbi.nlm.nih.gov
Alzheimer's Disease (AD) exerts a significant worldwide impact. An estimated 44 million
individuals currently live with this Major Neurocognitive Disorder. There are about 6.2 million …

[HTML][HTML] Differences in cortical structure between cognitively normal East Asian and Caucasian older adults: a surface-based morphometry study

DW Kang, SM Wang, HR Na, SY Park, NY Kim… - Scientific reports, 2020 - nature.com
There is a growing literature on the impact of ethnicity on brain structure and function.
Despite the regional heterogeneity in age-related changes and non-uniformity across brain …

Comparison of automated volumetry of the hippocampus using NeuroQuant® and visual assessment of the medial temporal lobe in Alzheimer's disease

K Persson, ML Barca, L Cavallin, A Brækhus… - Acta …, 2018 - journals.sagepub.com
Background Different clinically feasible methods for evaluation of medial temporal lobe
atrophy exists and are useful in diagnostic work-up of Alzheimer's disease (AD). Purpose To …

[HTML][HTML] Clinically available software for automatic brain volumetry: comparisons of volume measurements and validation of intermethod reliability

JY Lee, SW Oh, MS Chung, JE Park… - Korean journal of …, 2021 - ncbi.nlm.nih.gov
Objective To compare two clinically available MR volumetry software, NeuroQuant®(NQ)
and Inbrain®(IB), and examine the inter-method reliabilities and differences between them …

MRI-Based Deep Learning Assessment of Amyloid, Tau, and Neurodegeneration Biomarker Status across the Alzheimer Disease Spectrum

CO Lew, L Zhou, MA Mazurowski, PM Doraiswamy… - Radiology, 2023 - pubs.rsna.org
Background PET can be used for amyloid-tau-neurodegeneration (ATN) classification in
Alzheimer disease, but incurs considerable cost and exposure to ionizing radiation. MRI …