Cargando…

AD-NET: Age-adjust neural network for improved MCI to AD conversion prediction

The prediction of Mild Cognitive Impairment (MCI) patients who are at higher risk converting to Alzheimer's Disease (AD) is critical for effective intervention and patient selection in clinical trials. Different biomarkers including neuroimaging have been developed to serve the purpose. With ex...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gao, Fei, Yoon, Hyunsoo, Xu, Yanzhe, Goradia, Dhruman, Luo, Ji, Wu, Teresa, Su, Yi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2020
Materias:	Regular Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7306626/ https://www.ncbi.nlm.nih.gov/pubmed/32570205 http://dx.doi.org/10.1016/j.nicl.2020.102290

Ejemplares similares

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

An MRI-Derived Definition of MCI-to-AD Conversion for Long-Term, Automatic Prognosis of MCI Patients
por: Aksu, Yaman, 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)

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)

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

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)

Early MCI-to-AD Conversion Prediction Using Future Value Forecasting of Multimodal Features
por: Minhas, Sidra, et al.
Publicado: (2021)

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)

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)

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

Interactive versus additive relationships between regional cortical thinning and amyloid burden in predicting clinical decline in mild AD and MCI individuals
por: d'Oleire Uquillas, Federico, et al.
Publicado: (2017)

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)

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)

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)

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

Free Water in White Matter Differentiates MCI and AD From Control Subjects
por: Dumont, Matthieu, 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)

FDG-PET and CSF biomarker accuracy in prediction of conversion to different dementias in a large multicentre MCI cohort
por: Caminiti, Silvia Paola, et al.
Publicado: (2018)

Neural correlates of lexical-semantic memory: A voxel-based morphometry study in mild AD, aMCI and normal aging
por: Balthazar, Marcio L.F., et al.
Publicado: (2011)

Predicting AD Conversion: Comparison between Prodromal AD Guidelines and Computer Assisted PredictAD Tool
por: Liu, Yawu, et al.
Publicado: (2013)

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)

Evaluation of tau deposition using (18)F-PI-2620 PET in MCI and early AD subjects—a MissionAD tau sub-study
por: Bullich, Santiago, et al.
Publicado: (2022)

Distributed Node Scheduling with Adjustable Weight Factor for Ad-hoc Networks
por: Lee, Wonseok, et al.
Publicado: (2020)

Exploration of time–frequency reassignment and homologous inter-hemispheric asymmetry analysis of MCI–AD brain activity
por: Nimmy John, T., et al.
Publicado: (2019)

The Predicted Key Molecules, Functions, and Pathways That Bridge Mild Cognitive Impairment (MCI) and Alzheimer's Disease (AD)
por: Tao, Ye, et al.
Publicado: (2020)

In the Hands of Hypnos: Associations between Sleep, Cognitive Performance and Financial Capacity in aMCI and Mild AD
por: Giannouli, Vaitsa, et al.
Publicado: (2023)

A Feasibility Study of AlzLife 40 Hz Sensory Therapy in Patients with MCI and Early AD
por: McNett, Sienna D., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_f684n5mscf3ughhukjrqg0g75k