2020 Conference

Tidy Transcriptomics

Stefano Mangiola and Maria Doyle, Walter and Eliza Hall of Medical Research | Peter MacCallum Cancer Center

Implementing a Risk-based Approach to R Validation

Andy Nicholls and Marly Gotti, Glaxosmithkline | Biogen

RMarkdown

Alison Hill and Tom Mock, RStudio

Stan

Daniel Lee, Generable

Targets and Reproducible Pipelines

Will Landau, Eli Lilly

gt

Rich Iannone, RStudio

Unleash Shiny

David Granjon and John Coene, Novartis | World Economic Forum

A PK & PBPK Modelling Workflow in R: Simulation, Optimization & Visualization

Devin Pastoor and Kyle Baron, Metrum Research Group

Predictive modeling with text using tidy data principles

Emil Hvitfeldt, University Southern California

Opening Remarks

Challenges in an Evolving Regulatory Landscape: How Statisticians Can Contribute

Matilde Kam, FDA

Coffee

StackEm High! Ensembles Using tidymodels

Max Kuhn and Simon Couch, RStudio | Reed College

The R Validation Hub: Implementing a Risk-Based Approach to R

Andy Nicholls, Glaxosmithkline

Interactive medical oversight reporting in R

Laure Cougnaud, Michela Pasetto and Arne de Roeck, OpenAnalytics | Galapagos

Implementing Mixed Models with Repeated Measures (MMRM) in R and Shiny for Regulatory Purposes

Daniel Sabanés Bové, Roche / Genentech

Coffee

R Package Validation Framework

Ellis Hughes, Fred Hutch Cancer Research Center

metashiny: build Shiny apps with a Shiny app

Bo Wang, Novartis

Out of Chaos, Comes Order: Adventures in Standardized and Reproducible Research

Leigh Alexander, SomaLogic

Coffee

Numerical validation as a critical aspect in bringing R to the Clinical Research

Adrian Olszewski, 2KMM

geoMapr: A Shiny Application for Enriched Analysis of Drug Utilization Data

Jaejoon Song, FDA

Becoming Multilingual

Bella Feng, KitePharma A Gilead Company

Closing Remarks

Opening Remarks

Data visualization for real-world machine learning

Julia Silge, Rstudio

Coffee

Using R to Create an End to End Process for Predicting Delays in Recruitment from Covid-19

Christina Fillmore, Glaxosmithkline

With great graphs comes great power

Baldur Magnusson, Novartis

visR - a package for effective visualization in Pharma

Charlotta Fruchtenicht, Roche / Genentech

safetyGraphics v2.0 - Open Source Collaboration in Pharma using R and Shiny

Jeremy Wildfire, Gilead

Coffee

Styling Shiny & R Markdown with bootstraplib & thematic

Carson Sievert, RStudio

Clinical Reporting Using R at GSK

Michael Rimler, Glaxosmithkline

Leveraging Nested Data Frames for Analytical Studies

Mike Mehan, Illumina Inc

PREP - Packages fRom tEmPlates - An R Package to Streamline Development of Shiny Apps and R Packages

J. Kyle Wathen, Gilead

Coffee

openNCA Pharmacokinetic data repository and Non-compartmental Analysis System

Thomas Tensfeldt, Pfizer

tidyCDISC an Open Source Platform in R to Analyze Clinical Trial Data

Maya Gans and Marly Gotti, Cytel | Biogen

Tplyr: An Intuitive Framework for Building Clinical Safety Summaries

Mike Stackhouse, Atorus Research, LLC

yspec: an R Package to Create and Deploy Data Set Specification Objects in a Modeling and Simulation Workflow

Kyle Baron, Metrum Research Group

Closing Remarks

Opening Remarks

Would John, Paul, George or Ringo have been famous if it were not for The Beatles

Douglas Robinson, Novartis

Coffee

Julia in Pharma

Viral B. Shah and Vijay Ivaturi, Julia Computing | Pumas-AI

Seamless Visualisation of Complex Genomic Variations in GMOs and Edited Cell Lines Using gmoviz

Kathleen Zeglinski, CSL

Using R Markdown to Generate Clinical Trials Summary Reports

Radhika Etikala and Xuehan Zhang, Fred Hutchinson Cancer Research Center

Reproducible computation at scale in R with targets

Will Landau, Eli Lilly

Building and Managing Unified R Environments for Data Science and Software Development

Dariusz Ratman, Roche / Genentech

Coffee

Automated Data-Adaptive Analytics to Improve Robustness of Confounding Control when Estimating Treatment Effects in Electronic Healthcare Databases

Richard Wyss, Harvard University

r2rtf - a Lightweight R Package to Produce Tables and Figures in RTF Format

Yilong Zhang, Siruo Wang, Simiao Ye, Madhusudhan Ginnaram and Keaven M. Anderson, Merck | Johns Hopkins

Subgroup Benchmarking Framework

Sophie Sun, Novartis

The See Value App: Visual Decision Making for Drug Development

Hannah Diehl, Andy Stein, Niladri Roy Chowdhury and Tamara Broderick, MIT | Novartis

Coffee

Its a trap! A data science case story

Leon Eyrich Jessen, Technical University of Denmark

X-Omics Platform

Stefan Pinkert, Merck

RStudio Pharma Updates

Sean Lopp, Rstudio

Closing Remarks