Back to search

Article

DTAShiny: An Interactive R Shiny Application for Diagnostic Test Accuracy Analysis and Visualization

2025-10-30

Abstract excerpt

Diagnostic Test Accuracy (DTA) analyses are essential in clinical research and medical decision-making. Despite the availability of R packages such as pROC and ROCR, their use often requires programming expertise, limiting accessibility for many clinical researchers. An interactive, code-free method is therefore needed to enhance usability and understanding. We developed DTAShiny, an R Shiny based web application...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
8cc0b98f-0613-5a43-b3df-73bf87cc8990
DOI
10.12688/f1000research.171468.1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
DTAShiny: An Interactive R Shiny Application for Diagnostic Test Accuracy Analysis and VisualizationDOI 10.12688/f1000research.171468.1
ChatGPT-Enhanced ROC Analysis (CERA): A Shiny Web Tool for Finding Optimal Cutoff in Biomarker AnalysisSemantic proximity
ChooseMyStat: A Web-Based Interactive Tool for Statistical Test Selection and Analysis Plan Generation in Clinical ResearchSemantic proximity
%diag_test: A Generic SAS Macro for Evaluating Diagnostic Accuracy Measures for Multiple Diagnostic TestsSemantic proximity
Visualizing Pretest and Posttest Probabilities and Clinical Decision Thresholds in Diagnostic Algorithms Using the PPP command in StataSemantic proximity
TernTables: A Statistical Analysis and Table Generation Web Interface for Clinical and Biomedical ResearchSemantic proximity
Diagnostic Test Accuracy Meta-Analysis: A Practical Guide to Hierarchical ModelsSemantic proximity
Health service research definition builder: An R Shiny application for exploring diagnosis codes associated with services reported in routinely collected health dataSemantic proximity
Methodological and Clinical Validation of TholdStormDX v0.0.1: An Advanced Stochastic Engine for the Optimization of Thresholds and Multimarker Panels Applied to OncologySemantic proximity
Exact Probability Distribution for the ROC Area Under CurveSemantic proximity
Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial.Semantic proximity
OptSurvCutR: Validated Cut-point Selection for Survival AnalysisSemantic proximity
Diagnostic Test Accuracy Meta-Analysis: A Practical Guide to Hierarchical ModelsSemantic proximity
Select a neighboring publication to make it the new centre.