Cargando…

Risk Stratification for Herpes Simplex Virus Pneumonia Using Elastic Net Penalized Cox Proportional Hazard Algorithm with Enhanced Explainability

Herpes simplex virus (HSV) pneumonia is a serious and often fatal respiratory tract infection that occurs in immunocompromised individuals. The early detection of accurate risk stratification is essential in identifying patients who are at high risk of mortality and may benefit from more aggressive...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Yu-Chiang, Lin, Wan-Ying, Tseng, Yi-Ju, Fu, Yiwen, Li, Weijia, Huang, Yu-Chen, Wang, Hsin-Yao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10342554/ https://www.ncbi.nlm.nih.gov/pubmed/37445525 http://dx.doi.org/10.3390/jcm12134489

Ejemplares similares

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

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

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

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

Predictive determinants of overall survival among re-infected COVID-19 patients using the elastic-net regularized Cox proportional hazards model: a machine-learning algorithm
por: Ebrahimi, Vahid, et al.
Publicado: (2022)

A Case Series: Herpes Simplex Virus as an Occupational Hazard
por: Browning, William D, et al.
Publicado: (2012)

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

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

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)

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)

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)

Identification of an eight-lncRNA prognostic model for breast cancer using WGCNA network analysis and a Cox-proportional hazards model based on L1-penalized estimation
por: Liu, Zhenbin, et al.
Publicado: (2019)

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)

Association of Dose and Frequency on the Survival of Patients on Maintenance of Hemodialysis in China: A Kaplan-Meier and Cox-Proportional Hazard Model Analysis
por: Sun, Yan, et al.
Publicado: (2018)

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)

Predictors for independent external validation of cardiovascular risk clinical prediction rules: Cox proportional hazards regression analyses
por: Ban, Jong-Wook, et al.
Publicado: (2018)

Patient Flow Dynamics in Hospital Systems During Times of COVID-19: Cox Proportional Hazard Regression Analysis
por: Bhandari, Sudhir, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_s8e5s9qru0e91nlslb1u2k0ihd