Enrollment Projections
App for Customized Enrollment Models
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Predictive Enrollment Model for Clinical Trials
A flexible approach to model multi-site enrollment using real world parameters
- • Technology Stack: R and Shiny for web application development, ShinyApps for hosting
- • Key Features Out of the box visualizations and tabular summaries for study/sites, adjustable parameters
- • User Defined Parameters: User defined site level enrollment rate estimations, variable start dates using a simple csv template
- • Seasonality Considerations: Adjustability for seasonal factors like public holidays and vacation month multipliers
Reports and Data Donwloader
App for data discoverability, Reporting and Access
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Flexible Data Discoverability and Reporting
A simple yet scalable demo app that allows users to discover and download data from a sample dataset.
- • Technology Stack: R and Shiny for web application development, ShinyApps for hosting
- • Feature add-ons:App can be expanded to include permissioned dataset level access, filtering capabilities and visualizations
- • Variety of file types:Can be extended to support a variety of file type downloads including csv, xlsx, pdf, etc.
- • Performance: Deployement on modern cloud services can scale to handle large datasets and high traffic (thousands of participants' data)
- • Business Value: Enabled real-time study data access and elimination of file sharing / reports over emails