Cargando…

Prediction of conversion to dementia using interpretable machine learning in patients with amnestic mild cognitive impairment

PURPOSE: Amnestic mild cognitive impairment (aMCI) is a transitional state between normal aging and Alzheimer’s disease (AD). However, not all aMCI patients are observed to convert to AD dementia. Therefore, developing a predictive algorithm for the conversion of aMCI to AD dementia is important. Pa...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chun, Min Young, Park, Chae Jung, Kim, Jonghyuk, Jeong, Jee Hyang, Jang, Hyemin, Kim, Kyunga, Seo, Sang Won
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9389270/ https://www.ncbi.nlm.nih.gov/pubmed/35992586 http://dx.doi.org/10.3389/fnagi.2022.898940

Ejemplares similares

Frontal-executive dysfunction affects dementia conversion in patients with amnestic mild cognitive impairment
por: Jung, Young Hee, et al.
Publicado: (2020)

Plasma Transthyretin as a Predictor of Amnestic Mild Cognitive Impairment Conversion to Dementia
por: Tien, Yi-Ting, et al.
Publicado: (2019)

The impact of subthreshold levels of amyloid deposition on conversion to dementia in patients with amyloid-negative amnestic mild cognitive impairment
por: Kim, Hyung-Ji, et al.
Publicado: (2022)

Central Auditory Processing Disorder in Patients with Amnestic Mild Cognitive Impairment
por: Kim, Ga-Young, et al.
Publicado: (2022)

Abstract Word Definition in Patients with Amnestic Mild Cognitive Impairment
por: Kim, Soo Ryon, et al.
Publicado: (2015)

(18)F-THK5351 PET Positivity and Longitudinal Changes in Cognitive Function in β-Amyloid-Negative Amnestic Mild Cognitive Impairment
por: Chun, Min Young, et al.
Publicado: (2022)

Contribution of Memory Tests to Early Identification of Conversion from Amnestic Mild Cognitive Impairment to Dementia
por: Vyhnalek, Martin, et al.
Publicado: (2022)

Prognostic relevance of gait-related cognitive functions for dementia conversion in amnestic mild cognitive impairment
por: Tuena, Cosimo, et al.
Publicado: (2023)

Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment
por: Chun, Min Young, et al.
Publicado: (2022)

Data-driven prognostic features of cognitive trajectories in patients with amnestic mild cognitive impairments
por: Kim, Yeo Jin, et al.
Publicado: (2019)

Psychological stress, cognitive decline and the development of dementia in amnestic mild cognitive impairment
por: Sussams, Rebecca, et al.
Publicado: (2020)

Baseline Neuroimaging Predicts Decline to Dementia From Amnestic Mild Cognitive Impairment
por: Gullett, Joseph M., et al.
Publicado: (2021)

Magnetic resonance spectroscopy in the prediction of early conversion from amnestic mild cognitive impairment to dementia: a prospective cohort study
por: Modrego, Pedro J, et al.
Publicado: (2011)

Effect of 12-week home-based cognitive training on cognitive function and brain metabolism in patients with amnestic mild cognitive impairment
por: Park, Jinse, et al.
Publicado: (2019)

The Human Brain Representation of Odor Identification in Amnestic Mild Cognitive Impairment and Alzheimer's Dementia of Mild Degree
por: Kjelvik, Grete, et al.
Publicado: (2021)

Cerebrospinal Fluid Biomarkers for the Diagnosis of Prodromal Alzheimer's Disease in Amnestic Mild Cognitive Impairment
por: Park, Jung Eun, et al.
Publicado: (2019)

Diagnostic Validity of an Automated Probabilistic Tractography in Amnestic Mild Cognitive Impairment
por: Jung, Won Sang, et al.
Publicado: (2018)

Social cognition and social functioning in patients with amnestic mild cognitive impairment or Alzheimer’s dementia
por: Kessels, Roy P. C., et al.
Publicado: (2020)

Comparison of Amyloid Positivity Rate and Accumulation Pattern between Amnestic and Non-Amnestic Type Mild Cognitive Impairment
por: Lee, Sun Hyung, et al.
Publicado: (2020)

Impairment in Proverb Interpretation as an Executive Function Deficit in Patients with Amnestic Mild Cognitive Impairment and Early Alzheimer's Disease
por: Leyhe, Thomas, et al.
Publicado: (2011)

Differentiating amnestic from non-amnestic mild cognitive impairment subtypes using graph theoretical measures of electroencephalography
por: Kim, Jae-Gyum, et al.
Publicado: (2022)

Thalamic Shape and Cognitive Performance in Amnestic Mild Cognitive Impairment
por: Hahn, Changtae, et al.
Publicado: (2016)

Identifying biomarkers of dementia prevalent among amnestic mild cognitively impaired ethnic female patients
por: Grewal, Rinko, et al.
Publicado: (2016)

Validation of prognostic biomarker scores for predicting progression of dementia in patients with amnestic mild cognitive impairment
por: Moreland, Jamie, et al.
Publicado: (2018)

Optimising and Future-Proofing Dementia Care With Amnestic Mild Cognitive Impairment (aMCI) Clinics
por: Raninga, Smit Kishorbhai, et al.
Publicado: (2023)

Prediction of Conversion From Amnestic Mild Cognitive Impairment to Alzheimer's Disease Based on the Brain Structural Connectome
por: Sun, Yu, et al.
Publicado: (2019)

Telomere shortening reflecting physical aging is associated with cognitive decline and dementia conversion in mild cognitive impairment due to Alzheimer’s disease
por: Koh, Seong-Ho, et al.
Publicado: (2020)

Longitudinal outcomes of amyloid positive versus negative amnestic mild cognitive impairments: a three-year longitudinal study
por: Ye, Byoung Seok, et al.
Publicado: (2018)

Mild behavioral impairment linked to progression to Alzheimer’s disease and cortical thinning in amnestic mild cognitive impairment
por: Yoon, Eun Jin, et al.
Publicado: (2023)

Association of body mass index with amnestic and non-amnestic mild cognitive impairment risk in elderly
por: Wang, Feng, et al.
Publicado: (2017)

Visual Personal Familiarity in Amnestic Mild Cognitive Impairment
por: Jurjanz, Luisa, et al.
Publicado: (2011)

Neuropathological comparisons of amnestic and nonamnestic mild cognitive impairment
por: Dugger, Brittany N., et al.
Publicado: (2015)

Peripheral inflammatory markers in amnestic mild cognitive impairment
por: Karim, Salman, et al.
Publicado: (2014)

Quantifying memory deficits in amnestic mild cognitive impairment
por: Andrés, Pilar, et al.
Publicado: (2019)

Oxidative Stress in Brain in Amnestic Mild Cognitive Impairment
por: Butterfield, D. Allan
Publicado: (2023)

Qualitative Comparison of Semantic Memory Impairment in Patients with Amnestic Mild Cognitive Impairment Based on β-Amyloid Status
por: Kim, Ji Eun, et al.
Publicado: (2019)

Factors Predicting the Onset of Amnestic Mild Cognitive Impairment or Alzheimer’s Dementia in Persons With Subjective Cognitive Decline
por: Ahn, Sangwoo, et al.
Publicado: (2020)

The Effect of Clinical Characteristics and Subtypes on Amyloid Positivity in Patients with Amnestic Mild Cognitive Impairment
por: Kim, Jeong Yeon, et al.
Publicado: (2019)

Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method
por: Feng, Qi, et al.
Publicado: (2019)

Prediction value of the genetic risk of type 2 diabetes on the amnestic mild cognitive impairment conversion to Alzheimer’s disease
por: Yang, Jiayang, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_jn9klf02b8ksh6odrbcig6iob9