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A critical review of graphics for subgroup analyses in clinical trials

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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A graphical method to assess treatment-covariate interactions using the Cox model on subsets of the data
inferredcites →https://doi.org/10.1002/9780471698180openalex-snapshot
Creating More Effective Graphs
inferredcites →https://doi.org/10.1002/bimj.201500147openalex-snapshot
Exploratory subgroup analysis in clinical trials by model selection
inferredcites →https://doi.org/10.1002/pst.1796openalex-snapshot
Model averaging for treatment effect estimation in subgroups
inferredcites →https://doi.org/10.1002/pst.2012openalex-snapshot
A critical review of graphics for subgroup analyses in clinical trials
inferredcites →https://doi.org/10.1002/sim.1815openalex-snapshot
A new approach to modelling interactions between treatment and continuous covariates in clinical trials by using fractional polynomials
inferredcites →https://doi.org/10.1002/sim.2331openalex-snapshot
Dichotomizing continuous predictors in multiple regression: a bad idea
inferredcites →https://doi.org/10.1002/sim.4780070807openalex-snapshot
A note on graphical presentation of estimated odds ratios from several clinical trials
inferredcites →https://doi.org/10.1002/sim.6549openalex-snapshot
Seeing is believing: good graphic design principles for medical research
inferredcites →https://doi.org/10.1002/sim.7064openalex-snapshot
Tutorial in biostatistics: data‐driven subgroup identification and analysis in clinical trials
inferredcites →https://doi.org/10.1002/sim.7167openalex-snapshot
Tutorial on statistical considerations on subgroup analysis in confirmatory clinical trials
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The Grammar of Graphics
inferredcites →https://doi.org/10.1007/978-0-387-98141-3openalex-snapshot
ggplot2: Elegant Graphics for Data Analysis
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A picture is worth a thousand tables : graphics in life sciences
inferredcites →https://doi.org/10.1007/978-1-4939-2122-5openalex-snapshot
Statistical Analysis and Data Display: An Intermediate Course with Examples in R
inferredcites →https://doi.org/10.1007/978-3-319-24277-4openalex-snapshot
ggplot2
inferredcites →https://doi.org/10.1007/978-3-642-14600-8_9openalex-snapshot
Drawing Area-Proportional Venn-3 Diagrams with Convex Polygons
inferredcites →https://doi.org/10.1007/s001840000041openalex-snapshot
Exploring categorical data: interactive mosaic plots
inferredcites →https://doi.org/10.1016/0306-3623(85)90230-7openalex-snapshot
The visual display of quantitative information
inferredcites →https://doi.org/10.1016/j.annemergmed.2016.08.463openalex-snapshot
Graph Quality in Top Medical Journals
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Detecting an interaction between treatment and a continuous covariate: A comparison of two approaches
inferredcites →https://doi.org/10.1016/j.csda.2008.11.033openalex-snapshot
Escaping RGBland: Selecting colors for statistical graphics
inferredcites →https://doi.org/10.1016/j.entcs.2005.02.017openalex-snapshot
Towards a General Solution to Drawing Area-Proportional Euler Diagrams
inferredcites →https://doi.org/10.1016/j.jclinepi.2005.12.016openalex-snapshot
More medical journals should inform their contributors about three key principles of graph construction
inferredcites →https://doi.org/10.1016/s0140-6736(05)61026-4openalex-snapshot
Forest plots and the interpretation of subgroups
inferredcites →https://doi.org/10.1038/nmeth.2444openalex-snapshot
Elements of visual style
inferredcites →https://doi.org/10.1080/00224065.1984.11978912openalex-snapshot
The Visual Display of Quantitative Information
inferredcites →https://doi.org/10.1080/00401706.1988.10488400openalex-snapshot
Graphical Display of Estimates Having Differing Standard Errors
inferredcites →https://doi.org/10.1080/10543406.2013.856024openalex-snapshot
Strategies for Identifying Predictive Biomarkers and Subgroups with Enhanced Treatment Effect in Clinical Trials Using SIDES
inferredcites →https://doi.org/10.1080/10543406.2015.1092033openalex-snapshot
General guidance on exploratory and confirmatory subgroup analysis in late-stage clinical trials
inferredcites →https://doi.org/10.1080/10543406.2015.1092034openalex-snapshot
Methods for identification and confirmation of targeted subgroups in clinical trials: A systematic review
inferredcites →https://doi.org/10.1080/10543406.2017.1397009openalex-snapshot
Multiplicity issues in exploratory subgroup analysis
inferredcites →https://doi.org/10.1080/10618600.1993.10474616openalex-snapshot
A Model for Studying Display Methods of Statistical Graphics
inferredcites →https://doi.org/10.1080/19466315.2016.1251490openalex-snapshot
Comparing Approaches to Treatment Effect Estimation for Subgroups in Clinical Trials
inferredcites →https://doi.org/10.1093/bioinformatics/btu393openalex-snapshot
circlize implements and enhances circular visualization in R
inferredcites →https://doi.org/10.1093/biostatistics/5.3.465openalex-snapshot
Patterns of treatment effects in subsets of patients in clinical trials
inferredcites →https://doi.org/10.1101/gr.092759.109openalex-snapshot
Circos: An information aesthetic for comparative genomics
inferredcites →https://doi.org/10.1109/tvcg.2014.2346248openalex-snapshot
UpSet: Visualization of Intersecting Sets
inferredcites →https://doi.org/10.1111/biom.12522openalex-snapshot
A Bayesian Credible Subgroups Approach to Identifying Patient Subgroups with Positive Treatment Effects
inferredcites →https://doi.org/10.1126/science.229.4716.828openalex-snapshot
Graphical Perception and Graphical Methods for Analyzing Scientific Data
inferredcites →https://doi.org/10.1160/th13-09-0801openalex-snapshot
Subgroup analyses with special reference to the effect of antiplatelet agents in acute coronary syndromes
inferredcites →https://doi.org/10.1177/0962280215623981openalex-snapshot
Identification of predicted individual treatment effects in randomized clinical trials
inferredcites →https://doi.org/10.1177/2168479019853782openalex-snapshot
A Systematic Approach for Post Hoc Subgroup Analyses With Applications in Clinical Case Studies
inferredcites →https://doi.org/10.1179/000870403235002042openalex-snapshot
ColorBrewer.org: An Online Tool for Selecting Colour Schemes for Maps
inferredcites →https://doi.org/10.1186/1745-6215-8-36openalex-snapshot
Figures in clinical trial reports: current practice & scope for improvement
inferredcites →https://doi.org/10.1186/s12859-015-0611-3openalex-snapshot
InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams
inferredcites →https://doi.org/10.1198/000313002317572790openalex-snapshot
Let's Practice What We Preach
inferredcites →https://doi.org/10.1371/journal.pone.0101717openalex-snapshot
eulerAPE: Drawing Area-Proportional 3-Venn Diagrams Using Ellipses
inferredcites →https://doi.org/10.1371/journal.pone.0205971openalex-snapshot
Subgroup identification in clinical trials via the predicted individual treatment effect
inferredcites →https://doi.org/10.1515/ijb-2015-0032openalex-snapshot
Model-Based Recursive Partitioning for Subgroup Analyses
inferredcites →https://doi.org/10.2307/2286300openalex-snapshot
Exploratory Data Analysis.
inferredcites →https://doi.org/10.2307/2288294openalex-snapshot
The Visual Display of Quantitative Information.
inferredcites →https://doi.org/10.2307/2529486openalex-snapshot
Exploratory Data Analysis
inferredcites →https://doi.org/10.7326/0003-4819-107-2-224openalex-snapshot
Meta-Analysis in Clinical Research
inferredcites →https://doi.org/10.7758/9781610448864openalex-snapshot
The Handbook of Research Synthesis and Meta-Analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Machine learning for tumor growth inhibition: Interpretable predictive models for transparency and reproducibility
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Bayesian Solutions for Assessing Differential Effects in Biomarker Positive and Negative Subgroups
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Using knockoffs for controlled predictive biomarker identification
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Outcomes following poor-grade aneurysmal subarachnoid haemorrhage: a prospective observational study
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Cadmium exposure and the risk of GDM: evidence emerging from the systematic review and meta-analysis
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Heterogeneous treatment effects in social policy studies: An assessment of contemporary articles in the health and social sciences
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Clinical Trials of Heart Failure: Is There a Question of Sex?
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A novel concept of screening for subgrouping factors for the association between socioeconomic status and respiratory allergies
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Cell Therapy Improves Quality-of-Life in Heart Failure: Outcomes From a Phase III Clinical Trial
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Effect of the Diabetic Nephropathy Aggravation Prevention Program on medical visit behavior in individuals under the municipal national health insurance
inferred← citeshttps://doi.org/10.1158/1055-9965.epi-24-0477openalex-snapshot
High Parathyroid Hormone Rather than Low Vitamin D Is Associated with Reduced Event-Free Survival in Childhood Cancer
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Speaking Stata: The joy of sets: Graphical alternatives to Euler and Venn diagrams
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Investigating treatment-effect modification by a continuous covariate in IPD meta-analysis: an approach using fractional polynomials
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Engagement With a Behavior Change App for Alcohol Reduction: Data Visualization for Longitudinal Observational Study
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subscreen: Systematic Screening of Study Data for Subgroup Effects
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Alitretinoin versus phototherapy as the first-line treatment in adults with severe chronic hand eczema: the ALPHA RCT
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Gut Microbiota Alteration Is Associated With Cognitive Deficits in Genetically Diabetic (Db/db) Mice During Aging
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Additional file 1 of Investigating treatment-effect modification by a continuous covariate in IPD meta-analysis: an approach using fractional polynomials
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