Data Science Tool Development
Photo by Markus Spiske on Unsplash
Overview
- We are developing
Data Science Toolsto facilitate Clinical and Translational Investigation, such as A REDCap-to-R Pipeline for Interactive Body Map Visualizations in Cutaneous Oncology
- We also strive to create
Data Science Pearls and Solutionsfor a wide variety of problems, such as communicating science and research through Website Development and FlexDashboards.
David Michael Miller
Medical Oncologist and Dermatologist
My research interests include clinical and translational research in advanced skin cancers.
Posts
FlexDashboards for Clinical and Translational Research
A monograph on how to create Dashboards using
R via a package called flexdashboard
A REDCap-to-R Pipeline for Interactive Body Map Visualizations in Cutaneous Oncology
A data science tool for interactive visualizations of skin cancer lesions
Communicating CT Research via Website Development with R
This working document is a rough user guide on how to create a website using R via a package called
blogdown
Optimizing Real-World Data Collection: Clinical Genomics
Facilitate capture of real-world next-generation genomic data
Reference Management in RMarkdown
Integrate your EndNote library into RMarkdown
Tutorial Series on the Instruments of the Merkel Cell Carcinoma Patient Registry: Presentation and Initial Staging
Outlining the development of the “Presentation and Initial Staging Instrument” of the Merkel Cell Carcinoma Patient …
Visualizing Tumor Response using Waterfall Charts with R
Visualizing Tumor Response using Waterfall Charts with R
Optimizing Real World Data Collection: Flagging Prospective Records for Future Update
A proposed workflow for flagging prospective records for future updates in a patient registry hosted on
REDCap
Optimizing Real World Data Collection: Routine Maintenance of Prospective Records
A proposed workflow for monitoring completion of retrospective records in a patient registry hosted on
REDCap
Optimizing Real World Data Collection: Monitoring Completion of Retrospective Records
A proposed workflow for monitoring completion of retrospective records in a patient registry hosted on
REDCap
Optimizing Real World Data Collection: In-Instrument Quality Control in REDCap
A proposed workflow for referral of data quality concerns in a patient registry hosted on
REDCap
Optimizing Real World Data Collection: Improving the UX/UI of REDCap via Branching Logic
A tutorial on creating and deploying branching logic on the
REDCap platform
Optimizing Real World Data Collection: Enhancing the UX/UI of REDCap via Field Formatting
A tutorial on creating and modifying field formatting on the
REDCap platform
Visualizing Real World Data Timelines in R
DataViz of RWD Timelines Using R and TimeVis
Survival Analysis in R
In this post we provide a user guide on how to analyze Survival Data in R
Showcasing Clinical and Translational Research Presentations with Hugo Academic
This working document is a user guide on how to post presentations on your a website using the packages
blogdown, Hugo Academic and …
Graphical Representation of Survival - Swimmer Plots for Clinical Trials in Clinical Oncology
In this post we demonstrate how to create Swimmer Plots to visualize Survival Data in R
Create Interactive Data Visualization with Plotly in R
This working document is a user guide on how to create interactive graphs with R via a package called
plotly
