ReviewJournal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology2014
Survival analysis and regression models.
Review in Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 217 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
217 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The Use of Machine Learning for Analyzing Real-World Data in Disease Prediction and Management: Systematic Review.JMIR medical informatics · 2025Pooled it
- Effects of Prenatal Breastfeeding Education on Breastfeeding Duration Beyond 12 Weeks: A Systematic Review.Health education & behavior : the official publication of the Society for Public Health Education · 2024Pooled it
- A Systematic Review and Meta-Analysis of Prognostic Nomograms After UTUC Surgery.Frontiers in oncology · 2022Pooled it
- Association of Vitamin D Status with SARS-CoV-2 Infection or COVID-19 Severity: A Systematic Review and Meta-analysis.Advances in nutrition (Bethesda, Md.) · 2021Pooled it
- Number of positive lymph nodes combined with the logarithmic ratio of positive lymph nodes predicts long-term survival for patients with node-positive parotid gland carcinoma after surgery: a SEER population-based study.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2023Trial
- A time-to-event analysis of the exposure-response relationship for bezlotoxumab concentrations and CDI recurrence.Journal of pharmacokinetics and pharmacodynamics · 2020Trial
- Online participatory intervention to promote and support exclusive breastfeeding: Randomized clinical trial.Maternal & child nutrition · 2019Trial
- Polygenic Score Identifies Athletes at Increased Risk for Slower Recovery After Sport-Related Concussion: A Concussion Assessment, Research, and Education (CARE) Consortium Study.Sports medicine (Auckland, N.Z.) · 2026Article
- Comparison of Cox Proportional Hazards Regression and Multiple Logistic Regression Models for Identifying Factors Associated With Mortality Among Children With Retinoblastoma in Malaysia: A Retrospective Cohort Study.Health science reports · 2026Article
- AI for Prognosis Among People Living With HIV: Protocol for a Systematic Review and Meta-Analysis.JMIR research protocols · 2026Article
- Clinical malaria recurrence and associated factors in infancy following IPTp-DP versus IPTp-SP in Busia, Uganda; a secondary analysis using the Conditional Frailty model.Malaria journal · 2026Article
- Beyond classical models: LLM-driven survival analysis for breast cancer prognosis using European cancer registry data.BMC medical informatics and decision making · 2026Article
- Comparing the performance of statistical and machine learning survival models in predicting timing and determinants of postnatal care in Rwanda.BMC pregnancy and childbirth · 2026Article
- Article
- Prenatal exposure to per- and polyfluoroalkyl substances (PFAS) and incidence of asthma and wheeze in childhood: A register-based cohort study in Ronneby, Sweden.PLoS medicine · 2026Article
- Ambient air pollution exposure accelerates the occurrence of 78 non-communicable chronic diseases: an accelerated failure time analysis of a nationwide cohort.GeroScience · 2026Article
- Immunogenomic signatures defining the molecular subtypes of head and neck cancer.Discover oncology · 2026Article
- Exploring the mediating roles of diet and physical activity in the association between different obesity phenotypes and risk of depression: A cox survival analysis approach.Comprehensive psychoneuroendocrinology · 2026Article
- Development and validation of a neural network survival prediction model for ischemic heart disease.Cardiovascular diabetology · 2026Article
- Prediction of medication overuse in patients with migraine using cox regression and machine learning: a real-world cohort.The journal of headache and pain · 2026Article
157 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Time-to-event outcomes are common in medical research as they offer more information than simply whether or not an event occurred. To handle these outcomes, as well as censored observations where the event was not observed during follow-up, survival analysis methods should be used. Kaplan-Meier estimation can be used to create graphs of the observed survival curves, while the log-rank test can be used to compare curves from different groups. If it is desired to test continuous predictors or to test multiple covariates at once, survival regression models such as the Cox model or the accelerated failure time model (AFT) should be used. The choice of model should depend on whether or not the assumption of the model (proportional hazards for the Cox model, a parametric distribution of the event times for the AFT model) is met. The goal of this paper is to review basic concepts of survival analysis. Discussions relating the Cox model and the AFT model will be provided. The use and interpretation of the survival methods model are illustrated using an artificially simulated dataset.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.