If there is an opportunity to create a shiny app, I make sure it lands in my backyard. I recently developed several complex shiny applications. Below are the latest favorite of mine:
Next Generation Sequencing (NGS) shiny application ( GroupMyAbs ) – facilitates the use of state-of-the-art high throughput NGS data at early stages of large molecular drug discovery and enables antibody characterization in mathematically-driven manner, and as such decreases bias in decision making during the hit-to-lead stage of large molecular drug discovery.
Longitudinal data analysis shiny application ( invivolda ) – allows streamlining complex statistical analyses for oncology in-vivo studies, conducted during early phases of drug discovery, taking efficient, multifaceted and reproducible approach.
Instacart Top Selling Products - utilizes flexdashboard and shiny dashboard to perform interactive exploratory analysis of Instacart data.
Alzheimer`s Disease dashboard - was created by a team of Biostatistics Students at Columbia University and allows a user to visualiz geo location, age eligibility, enrollment and duration of Alzheimers Disease US-based clinical trials.