Cargando…

Early MCI-to-AD Conversion Prediction Using Future Value Forecasting of Multimodal Features

In Alzheimer's disease (AD) progression, it is imperative to identify the subjects with mild cognitive impairment before clinical symptoms of AD appear. This work proposes a technique for decision support in identifying subjects who will show transition from mild cognitive impairment (MCI) to A...

Descripción completa

Detalles Bibliográficos
Autores principales:	Minhas, Sidra, Khanum, Aasia, Alvi, Atif, Riaz, Farhan, Khan, Shoab A., Alsolami, Fawaz, A Khan, Muazzam
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8487363/ https://www.ncbi.nlm.nih.gov/pubmed/34608385 http://dx.doi.org/10.1155/2021/6628036

Ejemplares similares

An MRI-Derived Definition of MCI-to-AD Conversion for Long-Term, Automatic Prognosis of MCI Patients
por: Aksu, Yaman, et al.
Publicado: (2011)

Multimodal multitask learning for predicting MCI to AD conversion using stacked polynomial attention network and adaptive exponential decay
por: Ho, Ngoc-Huynh, et al.
Publicado: (2023)

AD-NET: Age-adjust neural network for improved MCI to AD conversion prediction
por: Gao, Fei, et al.
Publicado: (2020)

Baseline MRI Predictors of Conversion from MCI to Probable AD in the ADNI Cohort
por: Risacher, Shannon L, et al.
Publicado: (2009)

Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers
por: Zhang, Daoqiang, et al.
Publicado: (2012)

Morphological Factor Estimation via High-Dimensional Reduction: Prediction of MCI Conversion to Probable AD
por: Duchesne, Simon, et al.
Publicado: (2011)

Hierarchical Interactions Model for Predicting Mild Cognitive Impairment (MCI) to Alzheimer's Disease (AD) Conversion
por: Li, Han, et al.
Publicado: (2014)

Sparse learning and stability selection for predicting MCI to AD conversion using baseline ADNI data
por: Ye, Jieping, et al.
Publicado: (2012)

Predicting Conversion from MCI to AD Combining Multi-Modality Data and Based on Molecular Subtype
por: Li, Hai-Tao, et al.
Publicado: (2021)

The paradox of opposite directions of gene expressions in MCI and AD suggests possible therapy to prevent progression of MCI to AD
por: Fessel, Jeffrey
Publicado: (2020)

Heterogeneity of Tau Deposition and Microvascular Involvement in MCI and AD
por: Bryant, Annie G., et al.
Publicado: (2021)

Energy Aware Cluster-Based Routing in Flying Ad-Hoc Networks
por: Aadil, Farhan, et al.
Publicado: (2018)

Neuroimaging basis in the conversion of aMCI patients with APOE-ε4 to AD: study protocol of a prospective diagnostic trial
por: Chen, Guan-Qun, et al.
Publicado: (2016)

Predicting MCI to AD Conversation Using Integrated sMRI and rs-fMRI: Machine Learning and Graph Theory Approach
por: Zhang, Tingting, et al.
Publicado: (2021)

Association of short-term cognitive decline and MCI-to-AD dementia conversion with CSF, MRI, amyloid- and (18)F-FDG-PET imaging
por: Ottoy, Julie, et al.
Publicado: (2019)

Genetic analysis of quantitative phenotypes in AD and MCI: imaging, cognition and biomarkers
por: Shen, Li, et al.
Publicado: (2013)

Metabolic correlates of reserve and resilience in MCI due to Alzheimer's Disease (AD)
por: Bauckneht, Matteo, et al.
Publicado: (2018)

Added value of amyloid PET in individualized risk predictions for MCI patients
por: van Maurik, Ingrid S., et al.
Publicado: (2019)

Sleep Disturbances in MCI and AD: Neuroinflammation as a Possible Mediating Pathway
por: Pak, Victoria M., et al.
Publicado: (2020)

Head injury is associated with tau deposition on PET in MCI and AD patients
por: Risacher, Shannon L., et al.
Publicado: (2021)

Brain signatures based on structural MRI: Classification for MCI, PMCI, and AD
por: Gonuguntla, Venkateswarlu, et al.
Publicado: (2022)

Predicting MCI Status From Multimodal Language Data Using Cascaded Classifiers
por: Fraser, Kathleen C., et al.
Publicado: (2019)

Virtual Reality (VR)-Based Environmental Enrichment in Older Adults with Mild Cognitive Impairment (MCI) and Mild Dementia
por: Riaz, Waleed, et al.
Publicado: (2021)

Neuropsychological comparison of incident MCI and prevalent MCI
por: Hansen, Allison, et al.
Publicado: (2018)

Feasibility of Predicting MCI/AD Using Neuropsychological Tests and Serum β-Amyloid
por: Luis, Cheryl A., et al.
Publicado: (2011)

Spatial distributions of cholinergic impairment and neuronal hypometabolism differ in MCI due to AD
por: Richter, Nils, et al.
Publicado: (2019)

Free Water in White Matter Differentiates MCI and AD From Control Subjects
por: Dumont, Matthieu, et al.
Publicado: (2019)

EEG oscillations during word processing predict MCI conversion to Alzheimer's disease
por: Mazaheri, Ali, et al.
Publicado: (2017)

Use of mild cognitive impairment and prodromal AD/MCI due to AD in clinical care: a European survey
por: Bertens, Daniela, et al.
Publicado: (2019)

Cortical graph neural network for AD and MCI diagnosis and transfer learning across populations
por: Wee, Chong-Yaw, et al.
Publicado: (2019)

Simultaneous FDG-PET/MRI detects hippocampal subfield metabolic differences in AD/MCI
por: Carlson, Mackenzie L., et al.
Publicado: (2020)

Effects of White Matter Hyperintensities on Verbal Fluency in Healthy Older Adults and MCI/AD
por: Kaskikallio, Alar, et al.
Publicado: (2021)

LLM Multimodal Traffic Accident Forecasting
por: de Zarzà, I., et al.
Publicado: (2023)

Assessment of PET & ASL metabolism in the hippocampal subfields of MCI and AD using simultaneous PET-MR
por: Goubran, Maged, et al.
Publicado: (2015)

Cognitive variability—A marker for incident MCI and AD: An analysis for the Alzheimer's Disease Neuroimaging Initiative
por: Anderson, Eric D., et al.
Publicado: (2016)

Multi-Modal Feature Selection with Feature Correlation and Feature Structure Fusion for MCI and AD Classification
por: Jiao, Zhuqing, et al.
Publicado: (2022)

Resting-state fMRI markers of conversion to dementia in amnestic MCI: a pilot study
por: Abdullina, E., et al.
Publicado: (2023)

Cultural adaptation and psychometric validation of the Pregnancy Experience Scale–Brief version (PES-Brief) in Pakistani women with antenatal anxiety symptoms
por: Zaidi, Ahmed, et al.
Publicado: (2022)

Forecasting future prevalence of type 2 diabetes mellitus in Syria
por: Al Ali, Radwan, et al.
Publicado: (2013)

Potential Lung Nodules Identification for Characterization by Variable Multistep Threshold and Shape Indices from CT Images
por: Iqbal, Saleem, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_4caun3hrrckjtu9jmogc0sje6a