Cargando…

Automated Evaluation of Conventional Clock-Drawing Test Using Deep Neural Network: Potential as a Mass Screening Tool to Detect Individuals With Cognitive Decline

INTRODUCTION: The Clock-Drawing Test (CDT) is a simple cognitive tool to examine multiple domains of cognition including executive function. We aimed to build a CDT-based deep neural network (DNN) model using data from a large cohort of older adults, to automatically detect cognitive decline, and ex...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sato, Kenichiro, Niimi, Yoshiki, Mano, Tatsuo, Iwata, Atsushi, Iwatsubo, Takeshi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110693/ https://www.ncbi.nlm.nih.gov/pubmed/35592474 http://dx.doi.org/10.3389/fneur.2022.896403

Ejemplares similares

Facial nerve palsy following the administration of COVID-19 mRNA vaccines: analysis of a self-reporting database
por: Sato, Kenichiro, et al.
Publicado: (2021)

Attempt to Predict A/T/N-Based Alzheimer’s Disease Cerebrospinal Fluid Biomarkers Using a Peripheral Blood DNA Methylation Clock
por: Sato, Kenichiro, et al.
Publicado: (2020)

Efficacy and Cost-effectiveness of Promotion Methods to Recruit Participants to an Online Screening Registry for Alzheimer Disease Prevention Trials: Observational Study
por: Sato, Kenichiro, et al.
Publicado: (2021)

Assessing Performance on Digital Clock Drawing Test in Aged Patients With Cerebral Small Vessel Disease
por: Zhào, Hóngyi, et al.
Publicado: (2019)

Clock-Drawing Tasks as Predictive Measurements for Disease Classification Among Patients With Parkinson’s Disease and Essential Tremor
por: Bougea, Anastasia M, et al.
Publicado: (2021)

Quantifying normal and parkinsonian gait features from home movies: Practical application of a deep learning–based 2D pose estimator
por: Sato, Kenichiro, et al.
Publicado: (2019)

Shaky drawing: what is the rate of decline during prospective follow-up of essential tremor?
por: Louis, Elan D, et al.
Publicado: (2014)

The Neural Correlates of the Clock-Drawing Test in Healthy Aging
por: Talwar, Natasha A., et al.
Publicado: (2019)

Explainable automated evaluation of the clock drawing task for memory impairment screening
por: Handzlik, Dakota, et al.
Publicado: (2023)

Autocorrelation-based method to identify disordered rhythm in Parkinson’s disease tasks: A novel approach applicable to multimodal devices
por: Sato, Kenichiro, et al.
Publicado: (2020)

Safety of Memantine in Combination with Potentially Interactive Drugs in the Real World: A Pharmacovigilance Study Using the Japanese Adverse Drug Event Report (JADER) Database
por: Sato, Kenichiro, et al.
Publicado: (2021)

Need of care in interpreting Google Trends-based COVID-19 infodemiological study results: potential risk of false-positivity
por: Sato, Kenichiro, et al.
Publicado: (2021)

Longitudinal Changes in Clock Drawing Test (CDT) Performance before and after Cognitive Decline
por: Wang, Ping, et al.
Publicado: (2014)

The Clock Drawing Test as a predictor of cognitive decline in non-demented stroke patients
por: Cova, Ilaria, et al.
Publicado: (2021)

Visualizing modules of coordinated structural brain atrophy during the course of conversion to Alzheimer's disease by applying methodology from gene co-expression analysis
por: Sato, Kenichiro, et al.
Publicado: (2019)

Predicting amyloid risk by machine learning algorithms based on the A4 screen data: Application to the Japanese Trial‐Ready Cohort study
por: Sato, Kenichiro, et al.
Publicado: (2021)

Automatic dementia screening and scoring by applying deep learning on clock-drawing tests
por: Chen, Shuqing, et al.
Publicado: (2020)

Changes in Serial D-Dimer Levels Predict the Prognoses of Trousseau's Syndrome Patients
por: Ito, Shinji, et al.
Publicado: (2018)

A Patient With Thiamine Deficiency Exhibiting Muscle Edema Suggested by MRI
por: Murate, Kenichiro, et al.
Publicado: (2018)

Poor preoperative performance at Clock Drawing Test is associated with postoperative decline in olfaction in older patients: an observational pilot study
por: Van Regemorter, Victoria, et al.
Publicado: (2023)

The Psychometric Properties of the Clock Drawing Test in South Korea
por: Lee, Sang-Heon
Publicado: (2014)

Clock Face Drawing Test Performance in Children with ADHD
por: Ghanizadeh, Ahmad, et al.
Publicado: (2013)

The influence of education on performance of adults on the Clock Drawing Test
por: de Noronha, Ísis Franci Cavalcanti, et al.
Publicado: (2018)

Clock Drawing Test – low accuracy in early hours
por: Sejunaite, K., et al.
Publicado: (2022)

Automated measurement of the disc-fovea angle based on DeepLabv3+
por: Zheng, Bo, et al.
Publicado: (2022)

Effect of apolipoprotein E ε4 allele on the progression of cognitive decline in the early stage of Alzheimer's disease
por: Suzuki, Kazushi, et al.
Publicado: (2020)

Identification of prognostic factors to predict cognitive decline of patients with early Alzheimer's disease in the Japanese Alzheimer's Disease Neuroimaging Initiative study
por: Yagi, Takuya, et al.
Publicado: (2019)

Longitudinal Assessment of Cognitive Function by Clock Drawing in Older Adults
por: Paganini-Hill, Annlia, et al.
Publicado: (2011)

Scoring systems for the Clock Drawing Test: A historical review
por: Spenciere, Bárbara, et al.
Publicado: (2017)

Clock drawing test: comparison between the Pfizer and the Shulman systems
por: Graeff, Daniela Bertol, et al.
Publicado: (2021)

Technical drawings: Conventional representation of gears
por: International Organization for Standardization. Geneva
Publicado: (1973)

Diagnostic Accuracy of the Overlapping Infinity Loops, Wire Cube, and Clock Drawing Tests in Subjective Cognitive Decline, Mild Cognitive Impairment and Dementia
por: Costa, Sigourney, et al.
Publicado: (2022)

Chronic cerebral hypoperfusion shifts the equilibrium of amyloid β oligomers to aggregation-prone species with higher molecular weight
por: Bannai, Taro, et al.
Publicado: (2019)

The past, present, and future of disease-modifying therapies for Alzheimer’s disease
por: SUZUKI, Kazushi, et al.
Publicado: (2017)

Neural Mechanism of Repeated Transcranial Magnetic Stimulation to Enhance Visual Working Memory in Elderly Individuals With Subjective Cognitive Decline
por: Liu, Meng, et al.
Publicado: (2021)

Spiral drawing analysis with a smart ink pen to identify Parkinson's disease fine motor deficits
por: Toffoli, Simone, et al.
Publicado: (2023)

Automated Identification of Skull Fractures With Deep Learning: A Comparison Between Object Detection and Segmentation Approach
por: Shan, Wei, et al.
Publicado: (2021)

Conventional clock drawing tests have low to moderate reliability and validity for detecting subtle cognitive impairments in community-dwelling older adults
por: Kehl-Floberg, Kristen E., et al.
Publicado: (2023)

Validity of the Clock Drawing Test in predicting reports of driving problems in the elderly
por: Diegelman, Nathan M, et al.
Publicado: (2004)

The Clock Drawing Test: A review of its accuracy in screening for dementia
por: Aprahamian, Ivan, et al.
Publicado: (2009)

Cannot write session to /tmp/vufind_sessions/sess_uqfi2b7v8ij0im1mv7tqjn0u7f