Cargando…

Time‐to‐event prediction using survival analysis methods for Alzheimer's disease progression

INTRODUCTION: Many research studies have well investigated Alzheimer's disease (AD) detection and progression. However, the continuous‐time survival prediction of AD is not yet fully explored to support medical practitioners with predictive analytics. In this study, we develop a survival analys...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sharma, Rahul, Anand, Harsh, Badr, Youakim, Qiu, Robin G.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley and Sons Inc. 2021
Materias:	Research Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719343/ https://www.ncbi.nlm.nih.gov/pubmed/35005207 http://dx.doi.org/10.1002/trc2.12229

Ejemplares similares

Identity Management Systems for the Internet of Things: A Survey Towards Blockchain Solutions
por: Zhu, Xiaoyang, et al.
Publicado: (2018)

Predictive Modeling of the Progression of Alzheimer’s Disease with Recurrent Neural Networks
por: Wang, Tingyan, et al.
Publicado: (2018)

Predicting progression of Alzheimer's disease
por: Doody, Rachelle S, et al.
Publicado: (2010)

Emergent web intelligence: advanced information retrieval
por: Chbeir, Richard, et al.
Publicado: (2010)

Correction: Predicting progression of Alzheimer's disease
por: Doody, Rachelle S, et al.
Publicado: (2010)

Predicting Colorectal Cancer Survival Using Time-to-Event Machine Learning: Retrospective Cohort Study
por: Yang, Xulin, et al.
Publicado: (2023)

Research Progress of Pyroptosis in Alzheimer’s Disease
por: Xue, Weiyue, et al.
Publicado: (2022)

Methods to Analyse Time-to-Event Data: The Kaplan-Meier Survival Curve
por: D'Arrigo, Graziella, et al.
Publicado: (2021)

Validation of the Alzheimer’s disease-resemblance atrophy index in classifying and predicting progression in Alzheimer’s disease
por: He, Qiling, et al.
Publicado: (2022)

Predicting Progression of Alzheimer’s Disease Using Ordinal Regression
por: Doyle, Orla M., et al.
Publicado: (2014)

Predicting the course of Alzheimer’s progression
por: Iddi, Samuel, et al.
Publicado: (2019)

Survival analysis using S: analysis of time-to-event data
por: Tableman, Mara, et al.
Publicado: (2003)

Survival analysis: Part I — analysis of time-to-event
por: In, Junyong, et al.
Publicado: (2018)

Survival analysis: Part I — analysis of time-to-event
por: In, Junyong, et al.
Publicado: (2023)

Predicting sporadic Alzheimer’s disease progression via inherited Alzheimer’s disease-informed machine-learning
por: Franzmeier, Nicolai, et al.
Publicado: (2020)

Calmodulin and Amyloid Beta as Coregulators of Critical Events during the Onset and Progression of Alzheimer’s Disease
por: O’Day, Danton H.
Publicado: (2023)

Prediction of conversion to Alzheimer’s disease using deep survival analysis of MRI images
por: Nakagawa, Tomonori, et al.
Publicado: (2020)

Genetic algorithm with logistic regression for prediction of progression to Alzheimer's disease
por: Johnson, Piers, et al.
Publicado: (2014)

Posterior Cingulate Cortex Network Predicts Alzheimer's Disease Progression
por: Lee, Pei-Lin, et al.
Publicado: (2020)

CSF proteomic signature predicts progression to Alzheimer's disease dementia
por: Vromen, Eleonora M., et al.
Publicado: (2022)

Review of Statistical Methods for Evaluating the Performance of Survival or Other Time-to-Event Prediction Models (from Conventional to Deep Learning Approaches)
por: Park, Seo Young, et al.
Publicado: (2021)

Striatal oxidative damages and neuroinflammation correlate with progression and survival of Lewy body and Alzheimer diseases
por: Li, Huifangjie, et al.
Publicado: (2021)

Can Cheiromancy Predict Mean Survival or Fatality of a Patient with Amyotrophic Lateral Sclerosis?
por: Anand, Akshay, et al.
Publicado: (2020)

Research progress of the CXCR4 mechanism in Alzheimer's disease
por: Wang, Qiu‐Lin, et al.
Publicado: (2022)

Applied survival analysis: regression modeling of time-to-event data
por: Hosmer, David W, et al.
Publicado: (2008)

Survival Analysis and Interpretation of Time-to-Event Data: The Tortoise and the Hare
por: Schober, Patrick, et al.
Publicado: (2018)

Identifying Mouse Autoimmune Uveitis from Fundus Photographs Using Deep Learning
por: Sun, Jian, et al.
Publicado: (2020)

Integrative EEG biomarkers predict progression to Alzheimer's disease at the MCI stage
por: Poil, Simon-Shlomo, et al.
Publicado: (2013)

Potential Clinical Value of Multiparametric PET in the Prediction of Alzheimer’s Disease Progression
por: Chen, Xueqi, et al.
Publicado: (2016)

Weight Loss Predicts Progression of Mild Cognitive Impairment to Alzheimer’s Disease
por: Cova, Ilaria, et al.
Publicado: (2016)

Predicting Alzheimer’s disease progression using deep recurrent neural networks()
por: Nguyen, Minh, et al.
Publicado: (2020)

Predicting progression and cognitive decline in amyloid-positive patients with Alzheimer’s disease
por: Dansson, Hákon Valur, et al.
Publicado: (2021)

PPAD: A deep learning architecture to predict progression of Alzheimer’s disease
por: Al Olaimat, Mohammad, et al.
Publicado: (2023)

Predicting progression to Alzheimer’s disease with human hippocampal progenitors exposed to serum
por: Maruszak, Aleksandra, et al.
Publicado: (2023)

PPAD: a deep learning architecture to predict progression of Alzheimer’s disease
por: Al Olaimat, Mohammad, et al.
Publicado: (2023)

The relative efficiency of time-to-progression and continuous measures of cognition in presymptomatic Alzheimer's disease
por: Li, Dan, et al.
Publicado: (2019)

Imputation methods for missing failure times in recurrent-event survival analysis: Application to suicide attempts in the transgender population
por: Liu, Shanshan, et al.
Publicado: (2022)

Metabolome in progression to Alzheimer's disease
por: Orešič, M, et al.
Publicado: (2011)

Machine learning methods for predicting progression from mild cognitive impairment to Alzheimer’s disease dementia: a systematic review
por: Grueso, Sergio, et al.
Publicado: (2021)

Network estimation for censored time-to-event data for multiple events based on multivariate survival analysis
por: Kim, Yoojoong, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_bva2ldrea96nhd5vpe5qkirnea