Cargando…

A Two-Stage Model for Predicting Mild Cognitive Impairment to Alzheimer’s Disease Conversion

Early detection of Alzheimer’s disease (AD), such as predicting development from mild cognitive impairment (MCI) to AD, is critical for slowing disease progression and increasing quality of life. Although deep learning is a promising technique for structural MRI-based diagnosis, the paucity of train...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lu, Peixin, Hu, Lianting, Zhang, Ning, Liang, Huiying, Tian, Tao, Lu, Long
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/PMC8979209/ https://www.ncbi.nlm.nih.gov/pubmed/35386114 http://dx.doi.org/10.3389/fnagi.2022.826622

Ejemplares similares

Neuroimage Biomarker Identification of the Conversion of Mild Cognitive Impairment to Alzheimer’s Disease
por: Kung, Te-Han, et al.
Publicado: (2021)

Detection of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Longitudinal Brain MRI
por: Sun, Zhuo, et al.
Publicado: (2017)

Cognitive and Structural Correlates of Conversational Speech Timing in Mild Cognitive Impairment and Mild-to-Moderate Alzheimer’s Disease: Relevance for Early Detection Approaches
por: De Looze, Céline, et al.
Publicado: (2021)

Prediction of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using MRI and Structural Network Features
por: Wei, Rizhen, et al.
Publicado: (2016)

Low Cerebrospinal Fluid Levels of Melanotransferrin Are Associated With Conversion of Mild Cognitively Impaired Subjects to Alzheimer’s Disease
por: Ashraf, Azhaar, et al.
Publicado: (2019)

Association of Plasma Transferrin With Cognitive Decline in Patients With Mild Cognitive Impairment and Alzheimer’s Disease
por: Guan, Jingjing, et al.
Publicado: (2020)

The Fornix in Mild Cognitive Impairment and Alzheimer’s Disease
por: Nowrangi, Milap A., et al.
Publicado: (2015)

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)

Adding Recognition Discriminability Index to the Delayed Recall Is Useful to Predict Conversion from Mild Cognitive Impairment to Alzheimer's Disease in the Alzheimer's Disease Neuroimaging Initiative
por: Russo, María J., et al.
Publicado: (2017)

Predictive models for mild cognitive impairment to Alzheimer’s disease conversion
por: Skolariki, Konstantina, et al.
Publicado: (2021)

Specific White Matter Tracts and Diffusion Properties Predict Conversion From Mild Cognitive Impairment to Alzheimer’s Disease
por: Stone, David B., et al.
Publicado: (2021)

Prediction Models for Conversion From Mild Cognitive Impairment to Alzheimer’s Disease: A Systematic Review and Meta-Analysis
por: Chen, Yanru, et al.
Publicado: (2022)

Are NSAIDs Useful to Treat Alzheimer's Disease or Mild Cognitive Impairment?
por: Imbimbo, Bruno P., et al.
Publicado: (2010)

Exercise-Induced Cognitive Plasticity, Implications for Mild Cognitive Impairment and Alzheimer’s Disease
por: Foster, Philip P., et al.
Publicado: (2011)

Predicting Alzheimer’s Disease Conversion From Mild Cognitive Impairment Using an Extreme Learning Machine-Based Grading Method With Multimodal Data
por: Lin, Weiming, et al.
Publicado: (2020)

Dual-Model Radiomic Biomarkers Predict Development of Mild Cognitive Impairment Progression to Alzheimer’s Disease
por: Zhou, Hucheng, et al.
Publicado: (2019)

P300 and Neuropsychological Assessment in Mild Cognitive Impairment and Alzheimer Dementia
por: Parra, Mario A., et al.
Publicado: (2012)

Functional Connectivity Changes Across the Spectrum of Subjective Cognitive Decline, Amnestic Mild Cognitive Impairment and Alzheimer’s Disease
por: Wang, Ziqi, et al.
Publicado: (2019)

Immune and Imaging Correlates of Mild Cognitive Impairment Conversion to Alzheimer’s Disease
por: La Rosa, Francesca, et al.
Publicado: (2017)

Olfactory Measures as Predictors of Conversion to Mild Cognitive Impairment and Alzheimer’s Disease
por: Wheeler, Paul Loyd, et al.
Publicado: (2021)

A Novel Approach of Feature Space Reconstruction with Three-Way Decisions for Long-Tailed Text Classification
por: Li, Xin, et al.
Publicado: (2022)

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)

Prediction of conversion to dementia using interpretable machine learning in patients with amnestic mild cognitive impairment
por: Chun, Min Young, et al.
Publicado: (2022)

The Comparative Efficacy of Multiple Interventions for Mild Cognitive Impairment in Alzheimer's Disease: A Bayesian Network Meta-Analysis
por: Lai, Xin, et al.
Publicado: (2020)

Altered Functional Connectivity of the Basal Nucleus of Meynert in Subjective Cognitive Impairment, Early Mild Cognitive Impairment, and Late Mild Cognitive Impairment
por: Xu, Wenwen, et al.
Publicado: (2021)

Decreased Retinal Vascular Density in Alzheimer’s Disease (AD) and Mild Cognitive Impairment (MCI): An Optical Coherence Tomography Angiography (OCTA) Study
por: Wang, Xi, et al.
Publicado: (2021)

Deep-Learning Radiomics for Discrimination Conversion of Alzheimer's Disease in Patients With Mild Cognitive Impairment: A Study Based on (18)F-FDG PET Imaging
por: Zhou, Ping, et al.
Publicado: (2021)

Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors
por: Cui, Yue, et al.
Publicado: (2011)

Neural Correlates of Spatial Navigation Changes in Mild Cognitive Impairment and Alzheimer’s Disease
por: Vlček, Kamil, et al.
Publicado: (2014)

Theta-Gamma Coupling and Working Memory in Alzheimer’s Dementia and Mild Cognitive Impairment
por: Goodman, Michelle S., et al.
Publicado: (2018)

Radiomic Features of Hippocampal Subregions in Alzheimer’s Disease and Amnestic Mild Cognitive Impairment
por: Feng, Feng, et al.
Publicado: (2018)

An Examination of Brain Abnormalities and Mobility in Individuals with Mild Cognitive Impairment and Alzheimer's Disease
por: Fischer, Barbara L., et al.
Publicado: (2017)

Visual Abnormalities Associate With Hippocampus in Mild Cognitive Impairment and Early Alzheimer's Disease
por: Zhao, Aonan, et al.
Publicado: (2021)

The Coupled Representation of Hierarchical Features for Mild Cognitive Impairment and Alzheimer's Disease Classification
por: Liu, Ke, et al.
Publicado: (2022)

Functional Connectivity and Complexity in the Phenomenological Model of Mild Cognitive-Impaired Alzheimer's Disease
por: Das, Surya, et al.
Publicado: (2022)

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)

BrainAGE in Mild Cognitive Impaired Patients: Predicting the Conversion to Alzheimer’s Disease
por: Gaser, Christian, et al.
Publicado: (2013)

Nonlinear biomarker interactions in conversion from mild cognitive impairment to Alzheimer's disease
por: Popescu, Sebastian G., et al.
Publicado: (2020)

Prediction of Mild Cognitive Impairment Conversion Using a Combination of Independent Component Analysis and the Cox Model
por: Liu, Ke, et al.
Publicado: (2017)

Conversion Discriminative Analysis on Mild Cognitive Impairment Using Multiple Cortical Features from MR Images
por: Guo, Shengwen, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_3jji35c3su6dltdsjtricor9jc