Supervised machine learning tools: a tutorial for clinicians

LL Vercio, K Amador, JJ Bannister… - Journal of Neural …, 2020 - iopscience.iop.org
In an increasingly data-driven world, artificial intelligence is expected to be a key tool for
converting big data into tangible benefits and the healthcare domain is no exception to this …

Bias investigation in artificial intelligence systems for early detection of Parkinson's disease: a narrative review

S Paul, M Maindarkar, S Saxena, L Saba, M Turk… - Diagnostics, 2022 - mdpi.com
Background and Motivation: Diagnosis of Parkinson's disease (PD) is often based on
medical attention and clinical signs. It is subjective and does not have a good prognosis …

Mild behavioral impairment is associated with atrophy of entorhinal cortex and hippocampus in a memory clinic cohort

V Matuskova, Z Ismail, T Nikolai, H Markova… - Frontiers in aging …, 2021 - frontiersin.org
Objectives Mild behavioral impairment (MBI) is a syndrome describing late-onset persistent
neuropsychiatric symptoms (NPS) in non-demented older adults. Few studies to date have …

Progression to dementia or reversion to normal cognition in mild cognitive impairment as a function of late-onset neuropsychiatric symptoms

A McGirr, S Nathan, M Ghahremani, S Gill, EE Smith… - Neurology, 2022 - AAN Enterprises
Background and Objectives Mild cognitive impairment (MCI) is an at-risk state for dementia;
however, not all individuals with MCI transition to dementia, and some revert to normal …

Mild behavioral impairment and subjective cognitive decline predict cognitive and functional decline

Z Ismail, A McGirr, S Gill, S Hu… - Journal of …, 2021 - content.iospress.com
Background: Mild behavioral impairment (MBI) and subjective cognitive decline (SCD) are
dementia risk states, and potentially represent neurobehavioral and neurocognitive …

Validating the mild behavioral impairment checklist in a cognitive clinic: comparisons with the neuropsychiatric inventory questionnaire

S Hu, S Patten, A Charlton, K Fischer… - Journal of geriatric …, 2023 - journals.sagepub.com
Objective To compare the utility of the Mild Behavioral Impairment-Checklist (MBI-C) and
Neuropsychiatric Inventory Questionnaire (NPI-Q) to capture NPS in subjective cognitive …

Optimizing detection of Alzheimer's disease in mild cognitive impairment: a 4-year biomarker study of mild behavioral impairment in ADNI and MEMENTO

Z Ismail, R Leon, B Creese, C Ballard, P Robert… - Molecular …, 2023 - Springer
Background Disease-modifying drug use necessitates better Alzheimer disease (AD)
detection. Mild cognitive impairment (MCI) leverages cognitive decline to identify the risk …

Agitation in cognitive disorders: Progress in the International Psychogeriatric Association consensus clinical and research definition

M Sano, J Cummings, S Auer, S Bergh… - International …, 2024 - cambridge.org
Background: The International Psychogeriatric Association (IPA) published a provisional
consensus definition of agitation in cognitive disorders in 2015. As proposed by the original …

Plasma β-amyloid in mild behavioural impairment–neuropsychiatric symptoms on the Alzheimer's continuum

R Miao, HY Chen, S Gill, J Naude… - Journal of geriatric …, 2022 - journals.sagepub.com
Introduction: Simple markers are required to recognize older adults at higher risk for
neurodegenerative disease. Mild behavioural impairment (MBI) and plasma β-amyloid (Aβ) …

Plasma phosphorylated tau at threonine 181 and neuropsychiatric symptoms in preclinical and prodromal Alzheimer disease

M Ghahremani, M Wang, HY Chen, H Zetterberg… - Neurology, 2023 - AAN Enterprises
Background and Objectives Plasma phosphorylated tau at threonine 181 (p-tau181), a well-
validated marker of Alzheimer disease (AD) pathologic change, could be a more efficient …