Cargando…

Risk factors associated with major adverse cardiac and cerebrovascular events following percutaneous coronary intervention: a 10-year follow-up comparing random survival forest and Cox proportional-hazards model

BACKGROUND: Due to the limited number of studies with long term follow-up of patients undergoing Percutaneous Coronary Intervention (PCI), we investigated the occurrence of Major Adverse Cardiac and Cerebrovascular Events (MACCE) during 10 years of follow-up after coronary angioplasty using Random S...

Descripción completa

Detalles Bibliográficos
Autores principales:	Farhadian, Maryam, Dehdar Karsidani, Sahar, Mozayanimonfared, Azadeh, Mahjub, Hossein
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814642/ https://www.ncbi.nlm.nih.gov/pubmed/33461487 http://dx.doi.org/10.1186/s12872-020-01834-1

Ejemplares similares

Intelligent prediction of major adverse cardiovascular events (MACCE) following percutaneous coronary intervention using ANFIS-PSO model
por: Dehdar Karsidani, Sahar, et al.
Publicado: (2022)

Tests for the proportional hazards assumption in the Cox model
por: Reiersølmoen, L, et al.
Publicado: (2001)

On Cox proportional hazards model performance under different sampling schemes
por: Samawi, Hani, et al.
Publicado: (2023)

The effect of regular nursing rounds on patients' comfort and satisfaction, and violence against nurses in surgical ward
por: Roustaei, Zohre, et al.
Publicado: (2023)

Comparison of Cox proportional hazards regression and generalized Cox regression models applied in dementia risk prediction
por: Goerdten, Jantje, et al.
Publicado: (2020)

Survival Prediction Based on Compound Covariate under Cox Proportional Hazard Models
por: Emura, Takeshi, et al.
Publicado: (2012)

Novel Harmonic Regularization Approach for Variable Selection in Cox's Proportional Hazards Model
por: Chu, Ge-Jin, et al.
Publicado: (2014)

Quasi-linear Cox proportional hazards model with cross- L(1) penalty
por: Omae, Katsuhiro, et al.
Publicado: (2020)

Detecting prognostic biomarkers of breast cancer by regularized Cox proportional hazards models
por: Li, Lingyu, et al.
Publicado: (2021)

Generating survival times to simulate Cox proportional hazards models with time-varying covariates
por: Austin, Peter C
Publicado: (2012)

A Bayesian Approach for the Cox Proportional Hazards Model with Covariates Subject to Detection Limit
por: Chen, Qingxia, et al.
Publicado: (2014)

Assessing violations of the proportional hazards assumption in Cox regression: does the chosen method matter?
por: Hiller, Louise, et al.
Publicado: (2015)

Relaxing the independent censoring assumption in the Cox proportional hazards model using multiple imputation
por: Jackson, Dan, et al.
Publicado: (2014)

Survival time prediction by integrating cox proportional hazards network and distribution function network
por: Baek, Eu-Tteum, et al.
Publicado: (2021)

The Optimal Machine Learning-Based Missing Data Imputation for the Cox Proportional Hazard Model
por: Guo, Chao-Yu, et al.
Publicado: (2021)

Effect of regional medical disparities on complications in patients with hypertension: Cox’s proportional hazard models
por: Yun, Choa, et al.
Publicado: (2023)

Evaluation of instrumental variable method using Cox proportional hazard model in epidemiological studies
por: Uddin, Md. Jamal, et al.
Publicado: (2023)

Comparison of deep learning‐based recurrence‐free survival with random survival forest and Cox proportional hazard models in Stage‐I NSCLC patients
por: Kar, İrem, et al.
Publicado: (2023)

Survival analysis of thalassemia major patients using Cox, Gompertz proportional hazard and Weibull accelerated failure time models
por: Bakhshi, Enayatollah, et al.
Publicado: (2017)

Statistical power to detect violation of the proportional hazards assumption when using the Cox regression model
por: Austin, Peter C.
Publicado: (2017)

Accurate training of the Cox proportional hazards model on vertically-partitioned data while preserving privacy
por: Kamphorst, Bart, et al.
Publicado: (2022)

Predicting completion of clinical trials in pregnant women: Cox proportional hazard and neural network models
por: Kim, Bomee, et al.
Publicado: (2021)

Combining symbolic regression with the Cox proportional hazards model improves prediction of heart failure deaths
por: Wilstrup, Casper, et al.
Publicado: (2022)

Testing the proportional hazards assumption in cox regression and dealing with possible non-proportionality in total joint arthroplasty research: methodological perspectives and review
por: Kuitunen, Ilari, et al.
Publicado: (2021)

Investigation of the affective factors on the survival rate of patients with laryngeal cancer using Cox proportional hazards and Lin -Ying’s additive hazards models
por: Zarei, Masoud, et al.
Publicado: (2021)

Extension of Cox Proportional Hazard Model for Estimation of Interrelated Age-Period-Cohort Effects on Cancer Survival
por: Mdzinarishvili, Tengiz, et al.
Publicado: (2011)

A Flexible Alternative to the Cox Proportional Hazards Model for Assessing the Prognostic Accuracy of Hospice Patient Survival
por: Miladinovic, Branko, et al.
Publicado: (2012)

Generating Survival Times Using Cox Proportional Hazards Models with Cyclic and Piecewise Time-Varying Covariates
por: Huang, Yunda, et al.
Publicado: (2020)

Moving beyond the Cox proportional hazards model in survival data analysis: a cervical cancer study
por: Li, Lixian, et al.
Publicado: (2020)

Reasons why osteoarthritis predicts mortality: path analysis within a Cox proportional hazards model
por: Wilkie, Ross, et al.
Publicado: (2019)

Violations of proportional hazard assumption in Cox regression model of transcriptomic data in TCGA pan-cancer cohorts
por: Zeng, Zihang, et al.
Publicado: (2022)

Bayesian inference for Cox proportional hazard models with partial likelihoods, nonlinear covariate effects and correlated observations
por: Zhang, Ziang, et al.
Publicado: (2022)

Survival prediction for patients with glioblastoma multiforme using a Cox proportional hazards denoising autoencoder network
por: Yan, Ting, et al.
Publicado: (2023)

Proportional hazards regression
por: O'Quigley, John
Publicado: (2006)

Predictors of time to relapse in amphetamine-type substance users in the matrix treatment program in Iran: a Cox proportional hazard model application
por: Moeeni, Maryam, et al.
Publicado: (2016)

Statistical shape analysis of maxillary palatal morphology in patients with palatally displaced canines
por: Sobhani, Farshad, et al.
Publicado: (2023)

Estimating effects of rare haplotypes on failure time using a penalized Cox proportional hazards regression model
por: Souverein, Olga W, et al.
Publicado: (2008)

Application of Cox Proportional Hazards Model in Case of Tuberculosis Patients in Selected Addis Ababa Health Centres, Ethiopia
por: Tolosie, Kabtamu, et al.
Publicado: (2014)

Caesarean delivery and its correlates in Northern Region of Bangladesh: application of logistic regression and cox proportional hazard model
por: Rahman, Mostafizur, et al.
Publicado: (2015)

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network
por: Katzman, Jared L., et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_jee9kqkdpffr8shvbcotribh3e