Clinical Trial Dashboard

D 50 completed
Web App
unknown / r · tiny
39
Files
3,920
LOC
0
Frameworks
4
Languages

Pipeline State

completed
Run ID
#371332
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
57.07
Framework unique
Isolation
Last stage change
2026-05-10 03:35:24
Deduplication group #57840
Member of a group with 2 similar repo(s) — canonical #64848 view group →
Top concepts (2)
Project DescriptionData/ML
Same scanner, your repo: https://repobility.com — Repobility

AI Prompt

Create a comprehensive clinical trial dashboard using R. I need the dashboard to track and manage various clinical trials. The structure should include an R-based frontend, likely using Shiny components given the files present. I also see Python files, so please integrate any necessary Python backend logic. The project should be robust enough to handle data loading from raw data directories and display key metrics for monitoring the trials.
r dashboard clinical-trial data-visualization shiny python data-management
Generated by gemma4:latest

Catalog Information

This project is a clinical trial dashboard for tracking and managing clinical trials.

Description

The clinical trial dashboard is a tool designed to provide an overview of ongoing clinical trials. It aims to streamline the process of data collection, analysis, and visualization. The dashboard likely includes features such as trial status updates, participant enrollment tracking, and data visualization tools. Its target audience consists of researchers, clinicians, and study coordinators involved in clinical trials.

الوصف

هذا المشروع هو لوحة تحكم تجارب سريرية لمراقبة وتحليل التجارب السريرية. يهدف إلى تسهيل عملية جمع البيانات والتحليل والتصوير. قد تشمل اللوحة ميزات مثل تحديث حالة التجربة وتبادل بيانات المشاركين و أدوات التصور البياني. تستهدف هذه اللوحة الباحثين والأطباء والمشرفين على الدراسات.

Novelty

5/10

Tags

clinical-trial-management data-visualization research-tool study-coordination patient-enrollment-tracking

Claude Models

claude-opus-4.6

Quality Score

D
50.2/100
Structure
47
Code Quality
51
Documentation
13
Testing
50
Practices
64
Security
90
Dependencies
50

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 2 files with critical complexity need refactoring
  • 253 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

10.1h
Tech Debt (D)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (6)
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
Unknown
License
1.6%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

r
90.7%
python
6.8%
css
2.5%
text
0.1%

Frameworks

None detected

Concepts (2)

Repobility · code-quality intelligence · https://repobility.com
CategoryNameDescriptionConfidence
Repobility · severity-and-effort ranking · https://repobility.com
auto_descriptionProject DescriptionType: shiny Title: Clinical Trial Data Quality & AI Review Dashboard Version: 1.0.0 Description: RShiny dashboard for automated clinical trial data review, quality monitoring, and AI-powered data exploration. Built with CDISC SDTM-compliant synthetic data for a medical device surgical trial.80%
auto_categoryData/MLdata-ml70%

Quality Timeline

1 quality score recorded.

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![Quality](https://repos.aljefra.com/badge/95541.svg)
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