Proceedings

Shannon Hagerty (2023). Preview of Posit Administrator Training. Workshop. Presented at 2023 Conference.

Omar ElAshkar (2023). Advanced Exploratory Visualization Techniques - ggplot2, plotly & purrr. Workshop. Presented at 2023 Conference.

Video

Daniel Sabanés Bové (2023). Why we Need to Improve Software Engineering in Biostatistics - A Call to Action. Keynote. Presented at 2023 Conference.

Slides Video

Seth Green (2023). Validating In-House Developed R Packages with mpn.scorecard. Talk. Presented at 2023 Conference.

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Kiran Gauthier (2023). Using Stan for Synthetic Data Generation and C-QTc Analysis. Talk. Presented at 2023 Conference.

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Alexandra Lauer (2023). Reality Check for R Adoption - A Mid-Size Pharma View. Talk. Presented at 2023 Conference.

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Janick Weberpals (2023). Introducing smdi: An R package to perform structural missing data investigations for real-world evidence studies. Talk. Presented at 2023 Conference.

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Bo Ci (2023). Exploration of Large language model-based frameworks to develop R codes for output delivery in pharma. Talk. Presented at 2023 Conference.

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Edgar Ruiz (2023). Enhance Your Everyday Work with LLMs in RStudio. Talk. Presented at 2023 Conference.

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Matthew Brierley, Chris Ridley (2023). Designing a CSR with Shiny. Talk. Presented at 2023 Conference.

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Jesse Anderson (2023). Dataset-JSON as Alternative Transport Format for Regulatory Submissions. Talk. Presented at 2023 Conference.

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Christina Fillmore (2023). Comparing Analysis Method Implementations in Software (CAMIS): An open source repository to document differences in statistical methodology across software. Talk. Presented at 2023 Conference.

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Eric Nantz, Alexandra Lauer, Rich Iannone (2023). A Pivotal Year of R Pilots for Shiny Application Submissions to the FDA / Celebrating a Milestone: R Tables for Regulatory Submission Working Group s eBook on Clinical Data Table Generation. Talk. Presented at 2023 Conference.

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Juliane Manitz, Coline Zeballos (2023). Updates from the R Validation Hub: Towards a Pharma Repository. Talk. Presented at 2023 Conference.

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Ben Arancibia (2023). The Need for Speed - AccelerateR-ing R Adoption in GSK. Talk. Presented at 2023 Conference.

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James Black (2023). The importance of the SCE in enabling our shift from proprietary programming to open-source data science. Keynote. Presented at 2023 Conference.

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Max Kuhn (2023). Serverless Shiny in Quarto Documents. Talk. Presented at 2023 Conference.

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Daphné Grasselly (2023). Learnings from deploying a Python package to orchestrate clinical trials outputs generation. Talk. Presented at 2023 Conference.

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Mike Smith, Samir Parmar, Natalia Andriychuk (2023). Good Practices for Creating Reproducible Content From Shiny Apps. Talk. Presented at 2023 Conference.

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Daniel Falbel (2023). Getting started with torch in R. Talk. Presented at 2023 Conference.

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Hangyu Liu (2023). Enhancing Quality Risk Classification with Natural Language Processing. Talk. Presented at 2023 Conference.

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Matineh Rahmatbakhsh (2023). DeProViR:a deep-learning framework based on pre-trained sequence embeddings for predicting host-viral protein-protein interactions. Talk. Presented at 2023 Conference.

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Kaitlin Maciejewski, Jesse Reynolds (2023). Clinical Trials Reporting Dashboard. Talk. Presented at 2023 Conference.

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Viral Shah, Elisabeth Roesch (2023). Accelerating Modeling and Simulation with Scientific Machine Learning in Julia. Talk. Presented at 2023 Conference.

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Herb Pang (2023). Trends and Current Landscape of ML/AI Publications with Open Source Tools. Talk. Presented at 2023 Conference.

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Sophie Sun (2023). Rshiny app on Ph2b trial design based on MCP-Mod. Talk. Presented at 2023 Conference.

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Jeff Dickinson (2023). Pharmacokinetic (PK) data programming in {admiral} and the Pharmaverse. Talk. Presented at 2023 Conference.

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Dionne Price (2023). Our Impact in the Evolving Data Landscape. Keynote. Presented at 2023 Conference.

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Ya Wang (2023). Introducing openstatsware and the R package {mmrm}. Talk. Presented at 2023 Conference.

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Ben Wang (2023). Interactive Reporting for Safety Monitoring. Talk. Presented at 2023 Conference.

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Rich Iannone (2023). Improvements made to {gt} in 2023. Talk. Presented at 2023 Conference.

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André Veríssimo (2023). Exploring the Packaging of R / Shiny Applications for Regulatory Submission. Talk. Presented at 2023 Conference.

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Becca Krouse (2023). Everyones Invited: A Case Study on Bridging the Usability Gap. Talk. Presented at 2023 Conference.

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Preston Burns & Nathan Kosiba (2023). EDC to Patient Profiles: A Biotech {ctpatprofile} Story. Talk. Presented at 2023 Conference.

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David Gohel (2023). Clinical Tables with flextable, tables and rtables. Talk. Presented at 2023 Conference.

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Martin Frigaard (2023). Developing & Testing Your Shiny Application. Workshop. Presented at 2023 Conference.

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Dony Unardi (2023). Pharmaverse Friday: Revolutionize Clinical Trial Data Exploration - teal. Workshop. Presented at 2023 Conference.

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Kangjie Zhang (2023). Pharmaverse Friday: Pharmaverse Champion. Intro to the Pharmaverse. Workshop. Presented at 2023 Conference.

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Davide Garolini (2023). Pharmaverse Friday: Generating TLGs using NEST / Falcon - a Masterclass. Workshop. Presented at 2023 Conference.

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Daniel Sabanés Bové, Doug Kelkhoff (2023). From The Statistical Method To The R Package - The mmrm Example. Workshop. Presented at 2023 Conference.

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Jose Sergio Hleap Lozano (2023). An Intro to Unveiling OPS Cell Patterns with Python. Workshop. Presented at 2023 Conference.

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Joana Marques-Barros (2023). A Case-Study Driven Motivation of Analysis Results Data. Workshop. Presented at 2023 Conference.

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Will Landau (2023). {targets} & {crew} for Clinical Trial Simulation Pipelines. Workshop. Presented at 2023 Conference.

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Devin Pastoor, Priyanka Gagneja, Mutaz Jaber (2023). Quarto All the Things!. Workshop. Presented at 2023 Conference.

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Nicola Rennie (2023). Introduction to Machine Learning with {tidymodels}. Workshop. Presented at 2023 Conference.

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Megan Chiang (2023). Visual Studio Code for Pharma: An Introduction. Workshop. Presented at 2023 Conference.

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Alexandra Lauer, Christina Fillmore, Irene Vassallo, Lyn Taylor (2023). Version Control with Git & RStudio – Handy Tips for Use & How to Resolve Common Issues. Workshop. Presented at 2023 Conference.

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Rich Iannone (2023). Using pointblank Package to Ensure Maximal Data Quality: Pfizer Case Study. Workshop. Presented at 2023 Conference.

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Allison Horst (2023). Observable Plot. Workshop. Presented at 2023 Conference.

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Daniel Lee (2023). Building a Survival Model in Stan. Workshop. Presented at 2023 Conference.

Max Kuhn, Hannah Frick, Emil Hvitfeldt, Qiushi Yan (2022). Three new things in tidymodels. Talk. Presented at 2022 Conference.

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Maria Doyle (2022). The Bioconductor Community. Talk. Presented at 2022 Conference.

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Eric Peña, Angela Samples, Farooq Sabir, Zheng Yang (2022). RStudio on Amazon SageMaker: Streamlining the Healthcare and Life Sciences Machine Learning process. Talk. Presented at 2022 Conference.

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Patrick Hilden (2022). RMarkdown for enhanced Quality Control & Documentation. Talk. Presented at 2022 Conference.

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Adrian Olszewski (2022). Meet a 100% R-based CRO - the summary of a 5-year journey. Talk. Presented at 2022 Conference.

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Shannon Pileggi, Daniel Sjoberg (2022). Introducing gtreg: an R package to produce regulatory tables for clinical research. Talk. Presented at 2022 Conference.

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Dinakar Kulkarni, Ben Straub, Craig-Gower-Page (2022). How CI/CD Enhances the Development of R packages in the Pharmaverse. Talk. Presented at 2022 Conference.

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Kieran Martin (2022). Data Science in the Pharmaceutical Industry: A Coursera Specialisation. Talk. Presented at 2022 Conference.

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Claus Dethlefsen (2022). Co-existence of R and SAS for multiple imputation in Novo Nordisk. Talk. Presented at 2022 Conference.

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Robert Gentleman (2022). BioTech Challenges. Keynote. Presented at 2022 Conference.

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Nicole Jones (2022). Asynchronous Processing of Long-Running Tasks in Shiny. Talk. Presented at 2022 Conference.

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Rose Grandy (2022). 10 Practical Considerations for moving to R. Talk. Presented at 2022 Conference.

Slides Video

Daniel Sabanés Bové (2022). Working at the intersection of Biostatistics and Software Engineering in a Pharma company. Talk. Presented at 2022 Conference.

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Coline Zeballos, Doug Kelkhoff (2022). Roches approach to software validation: an automated pipeline from validation to publication. Talk. Presented at 2022 Conference.

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Xiao Ni, Mike Stackhouse (2022). R, Python, and Shiny in harmony: an Out-of-Box secure data backend for RStudio Connect & Workbench. Talk. Presented at 2022 Conference.

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Ning Leng, Hye Soo Cho (2022). R pilot submissions to FDA. Talk. Presented at 2022 Conference.

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Megan Chiang (2022). R in the Cloud: A Holistic Approach towards GxP Compliance. Talk. Presented at 2022 Conference.

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Ross Farrugia (2022). Pharmaverse: Breaking boundaries through open source collaboration!. Keynote. Presented at 2022 Conference.

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Mike Stackhouse (2022). Drill Down Summary Tables in Shiny with Tplyr. Talk. Presented at 2022 Conference.

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Maya Gans (2022). Bundling JS for Your Shiny App. Talk. Presented at 2022 Conference.

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Harvey Lieberman (2022). Building Shiny Frameworks: Some Lessons. Talk. Presented at 2022 Conference.

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Will Harris (2022). Assuring SDTM data quality with the sdtmchecks package. Talk. Presented at 2022 Conference.

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Charlie Wright (2022). Analysis and visualization of large-scale drug combination experiments with Shiny. Talk. Presented at 2022 Conference.

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Christina Fillmore (2022). Why do I spend all my life formatting tables?!. Talk. Presented at 2022 Conference.

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Guillaume Desachy (2022). Successfully building a vibrant community of R users at AstraZeneca: Lessons Learned!. Talk. Presented at 2022 Conference.

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Jenna Reps (2022). PatientLevelPrediction: An end to end toolkit for developing diagnostic/prognostic models using big observational healthcare data. Talk. Presented at 2022 Conference.

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Seth Green (2022). MeRGE: An ecosystem of open-source R packages for Pharmacometrics from MetrumRG. Talk. Presented at 2022 Conference.

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Kevin Lee (2022). Enterprise-level Transition from SAS to Open-Source Programming for the whole department. Talk. Presented at 2022 Conference.

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Alice Walsh, Katie Igartua (2022). Disrupting drug development with data-driven approaches: insights for fast expanding data teams. Keynote. Presented at 2022 Conference.

Slides Video

Sam Hume (2022). CDISC Initiatives and Collaborations. Talk. Presented at 2022 Conference.

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Daniel Woodie (2022). ANTICS, an interactive game for exploring Adaptive Trial Design. Talk. Presented at 2022 Conference.

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Neetu Sangari, Melvin Munsaka (2022). Advanced Visual Analytics for Drug Safety Review. Talk. Presented at 2022 Conference.

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Zichen Wang, Vassilis N. Ioannidis (2022). Graph Neural Networks in Drug Discovery: Opportunities and Solutions. Workshop. Presented at 2022 Conference.

Dinakar Kulkarni, Ben Straub (2022). An intro to CI/CD for R packages. Workshop. Presented at 2022 Conference.

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David Hall (2022). How to use a complete JavaScript toolchain in your Shiny development. Workshop. Presented at 2022 Conference.

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Eric Nantz (2022). Building Production-Quality Shiny Applications. Workshop. Presented at 2022 Conference.

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Julia Mueller (2022). A hands on introduction to Quarto. Workshop. Presented at 2022 Conference.

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David Granjon (2022). Introduction to {shinyValidator}. Workshop. Presented at 2022 Conference.

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Shannon Pileggi, Daniel Sjoberg (2022). Introducing {gtreg}: an R package to produce regulatory tables for clinical research. Workshop. Presented at 2022 Conference.

Video

Daniel Lee (2022). Advanced Stan Workshop. Workshop. Presented at 2022 Conference.

Satish Murthy, Devin Pastoor (2022). Admin - Clinical Environment Management. Workshop. Presented at 2022 Conference.

Christina Fillmore, Ellis Hughes, Thomas Neitmann (2022). Clinical Reporting in R (2 day workshop - Oct 31, Nov 1). Workshop. Presented at 2022 Conference.

Video

Rachael Dempsey (2022). Building a Data Science Community at Your Pharma. Workshop. Presented at 2022 Conference.

Nathaniel Phillips (2022). Using R to derive robust insights from real-world health care data. Workshop. Presented at 2022 Conference.

Video

Michael Freeman, Allison Horst (2022). Introduction to Observable - Companion Visualization Tool for Your Analysis. Workshop. Presented at 2022 Conference.

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Brian Varney (2022). Coding Typical Clinical Processes Using R for the Entry Level Programmer. Workshop. Presented at 2022 Conference.

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Rich Iannone (2022). How to use pointblank to understand, validate, and document your data. Workshop. Presented at 2022 Conference.

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Marcin Dubel (2022). How to build Shiny testing architecture. Workshop. Presented at 2022 Conference.

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Mike Stackhouse (2022). Drill Down Summary Tables in Shiny with Tplyr. Workshop. Presented at 2022 Conference.

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Adrian Waddell, Gabe Becker (2022). Creating Submission-Quality Clinical Trial Reporting Tables in R With rtables. Workshop. Presented at 2022 Conference.

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Ryan Johnson (2022). Shiny for Python. Workshop. Presented at 2022 Conference.

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Jose Storopoli (2022). Introduction to Julia. Workshop. Presented at 2022 Conference.

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Ellis Hughes, Marie Vendettuoli (2021). R Package Validation Framework. Workshop. Presented at 2021 Conference.

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Leon Eyrich Jessen (2021). Deep Learning. Workshop. Presented at 2021 Conference.

Marie Vendettouli (2021). Using {valtools} for software validation separate from development. Talk. Presented at 2021 Conference.

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Eric Nantz (2021). The New Roads Leading to Shiny Nirvana. Talk. Presented at 2021 Conference.

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Keaven M Anderson (2021). The gsDesign Shiny app for clinical trial design. Talk. Presented at 2021 Conference.

Slides Video

Maya Gans, Mike Stackhouse (2021). Summary Table Rewind: From Source to Summary and Back Again. Talk. Presented at 2021 Conference.

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Heather Crandall, Paul Schuette (2021). Submitting Data to CDER: What Comes Next?. Keynote. Presented at 2021 Conference.

Slides Video

James Black (2021). Smoothing out our path to open source and pan-pharma code collaboration. Talk. Presented at 2021 Conference.

Slides Video

Nan Xiao (2021). Reimagine the R package distribution system for reproducible research and submissions. Talk. Presented at 2021 Conference.

Slides Video

Marly Gotti (2021). Performing a risk assessment of R packages using the Risk Assessment Shiny Application. Talk. Presented at 2021 Conference.

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David Granjon (2021). Outstanding User Interfaces with Shiny. Talk. Presented at 2021 Conference.

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Afshin Mashadi-Hossein, Julie Rytlewski, Garth McGrath (2021). Data-as-a-Product: A data science framework for data collaborations. Talk. Presented at 2021 Conference.

Slides Video

Rikke Nørmark Mortensen (2021). Automatic generation of PowerPoint presentation for communication of clinical trial results. Talk. Presented at 2021 Conference.

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Max Kuhn, Hannah Frick (2021). Survival analysis with tidymodels: The censored package. Talk. Presented at 2021 Conference.

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Ning Leng, Adrian Waddell, Kate Ostbye, Andy Nicholls (2021). R Consortium Pharma Working Groups Overview and Updates. Talk. Presented at 2021 Conference.

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David Benkeser (2021). R at Warp Speed: Reproducible coding for COVID vaccine trials. Talk. Presented at 2021 Conference.

Slides Video

Monika Huhn, Saleha Patel, Kalliopi Tsafou, Björn Magnusson, Elke Ericson, Wen Yu, Eliseo Papa, Stefano Bragaglia, Claire Donoghue, Faisal Khan, Hitesh Sanganee, Shameer Khader, Adrian Freeman (2021). OneView – A Shiny app to unlock the full potential of drug repositioning investigations. Talk. Presented at 2021 Conference.

Slides Video

Robert Kirk DeLisle (2021). Making Python Objects R-like with PyR. Talk. Presented at 2021 Conference.

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Regis James (2021). Intermap: An integrative multiomics approach to generating therapeutic target hypotheses. Keynote. Presented at 2021 Conference.

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Adam Skubala (2021). Industrialized Machine Learning and Explainable AI for Late Phase Trails. Talk. Presented at 2021 Conference.

Slides Video

Annekathrin Ludt (2021). GeneTonic: enjoying the interpretation of your RNA-seq data analysis. Talk. Presented at 2021 Conference.

Slides Video

Ardalan Mishani (2021). Democratizing Shiny App Development: The Novartis DataPipeline Harmonized Framework. Talk. Presented at 2021 Conference.

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Ben Straub, Eli Miller (2021). Closing the Gap: Creating an End to End R Package Toolkit for the Clinical Reporting Pipeline. Talk. Presented at 2021 Conference.

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Donald Musgrove, Tarek Haddad, Martin Fahey (2021). bayesDP - an R package for data augmentation using the Bayesian discount prior for clinical trials. Talk. Presented at 2021 Conference.

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Mike Smith (2021). There’s only one R in Pfizer. Attempts to harmonise R release across a large pharma organisation. Talk. Presented at 2021 Conference.

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Rich Iannone (2021). The gt Package: Past, Present, and Future. Keynote. Presented at 2021 Conference.

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Kamil Wais (2021). The Arithmetic Problems in Scientific Software Architecture. Talk. Presented at 2021 Conference.

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Juliane Manitz (2021). Statistical Analysis and Pathway to a Risk-based Assessment of R packages at Merck KGaA/EMD Serono. Talk. Presented at 2021 Conference.

Slides Video

Kevin Snyder (2021). SENDing Toxicology Study Data Analysis into the 21st Century with a New R Package: sendigR.. Talk. Presented at 2021 Conference.

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Volha Tryputsen, Wilson Tendong, Kathy Mutambanengwe (2021). R/Shiny tools for Immune Fitness Exploration. Talk. Presented at 2021 Conference.

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Coline Zeballos (2021). R Package Validation at Roche. Talk. Presented at 2021 Conference.

Slides Video

Thomas Neitmann, Teckla Akinyi (2021). Introducing {admiral}—The ADaM in R Asset Library. Talk. Presented at 2021 Conference.

Slides Video

Yujie Zhao, Xuan Deng, Benjamin Wang, Yilong Zhang (2021). Interactive Forest Plot for DMC Safety Monitoring in Clinical Trials. Talk. Presented at 2021 Conference.

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Charlotte Soneson, Kevin Rue-Albrecht, Federico Marini, Aaron Lun (2021). Interactive and collaborative exploration of large-scale transcriptomics data with iSEE. Talk. Presented at 2021 Conference.

Slides Video

Pawel Rucki (2021). 5 testing packages to make your package better!. Talk. Presented at 2021 Conference.

Slides Video

Stefano Mangiola, Maria Doyle (2021). tidy-transcriptomics. Workshop. Presented at 2021 Conference.

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Kelly O'Briant (2021). R Admin - RStudio Connect. Workshop. Presented at 2021 Conference.

Jeremy Wildfire, Maya Gans, Xiao Ni (2021). SafetyGraphics. Workshop. Presented at 2021 Conference.

Video

Kevin Lee (2021). Python Machine Learning NLP. Workshop. Presented at 2021 Conference.

Yilong Zhang, Nan Xiao, Keaven Anderson (2021). R for Clinical Study Reports and Submission. Workshop. Presented at 2021 Conference.

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Rich Iannone (2021). Clinical Tables in gt. Workshop. Presented at 2021 Conference.

Juliane Manitz, Leigh Alexander (2021). Building Tidy R Packages. Workshop. Presented at 2021 Conference.

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Devin Pastoor (2021). A case-study driven introduction to the Julia language for R programmers. Workshop. Presented at 2021 Conference.

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Jean-Philippe Coene, David Granjon (2021). Unleash your Shiny apps with JavaScript. Workshop. Presented at 2021 Conference.

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Daniel Lee (2021). Stan: Building a survival model from scratch. Workshop. Presented at 2021 Conference.

Ted Laderas (2021). Intro Shiny. Workshop. Presented at 2021 Conference.

Adrian Waddell (2021). Clinical Trials Data Analysis at Roche. Workshop. Presented at 2021 Conference.

Stefan Pinkert (2020). X-Omics Platform. Talk. Presented at 2020 Conference.

Slides Video

Douglas Robinson (2020). Would John, Paul, George or Ringo have been famous if it were not for The Beatles. Keynote. Presented at 2020 Conference.

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Radhika Etikala, Xuehan Zhang (2020). Using R Markdown to Generate Clinical Trials Summary Reports. Talk. Presented at 2020 Conference.

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Hannah Diehl, Andy Stein, Niladri Roy Chowdhury, Tamara Broderick (2020). The See Value App: Visual Decision Making for Drug Development. Talk. Presented at 2020 Conference.

Sophie Sun (2020). Subgroup Benchmarking Framework. Talk. Presented at 2020 Conference.

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Kathleen Zeglinski (2020). Seamless Visualisation of Complex Genomic Variations in GMOs and Edited Cell Lines Using gmoviz. Talk. Presented at 2020 Conference.

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Sean Lopp (2020). RStudio Pharma Updates. Talk. Presented at 2020 Conference.

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Will Landau (2020). Reproducible computation at scale in R with targets. Talk. Presented at 2020 Conference.

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Yilong Zhang, Siruo Wang, Simiao Ye, Madhusudhan Ginnaram, Keaven M. Anderson (2020). r2rtf - a Lightweight R Package to Produce Tables and Figures in RTF Format. Talk. Presented at 2020 Conference.

Slides Video

Viral B. Shah, Vijay Ivaturi (2020). Julia in Pharma. Talk. Presented at 2020 Conference.

Slides Video

Leon Eyrich Jessen (2020). Its a trap! A data science case story. Talk. Presented at 2020 Conference.

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Dariusz Ratman (2020). Building and Managing Unified R Environments for Data Science and Software Development. Talk. Presented at 2020 Conference.

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Richard Wyss (2020). Automated Data-Adaptive Analytics to Improve Robustness of Confounding Control when Estimating Treatment Effects in Electronic Healthcare Databases. Talk. Presented at 2020 Conference.

Slides Video

Kyle Baron (2020). yspec: an R Package to Create and Deploy Data Set Specification Objects in a Modeling and Simulation Workflow. Talk. Presented at 2020 Conference.

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Baldur Magnusson (2020). With great graphs comes great power. Talk. Presented at 2020 Conference.

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Charlotta Fruchtenicht (2020). visR - a package for effective visualization in Pharma. Talk. Presented at 2020 Conference.

Slides Video

Christina Fillmore (2020). Using R to Create an End to End Process for Predicting Delays in Recruitment from Covid-19. Talk. Presented at 2020 Conference.

Slides Video

Mike Stackhouse (2020). Tplyr: An Intuitive Framework for Building Clinical Safety Summaries. Talk. Presented at 2020 Conference.

Slides Video

Maya Gans, Marly Gotti (2020). tidyCDISC an Open Source Platform in R to Analyze Clinical Trial Data. Talk. Presented at 2020 Conference.

Slides Video

Carson Sievert (2020). Styling Shiny & R Markdown with bootstraplib & thematic. Talk. Presented at 2020 Conference.

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Jeremy Wildfire (2020). safetyGraphics v2.0 - Open Source Collaboration in Pharma using R and Shiny. Talk. Presented at 2020 Conference.

J. Kyle Wathen (2020). PREP - Packages fRom tEmPlates - An R Package to Streamline Development of Shiny Apps and R Packages. Talk. Presented at 2020 Conference.

Slides Video

Thomas Tensfeldt (2020). openNCA Pharmacokinetic data repository and Non-compartmental Analysis System. Talk. Presented at 2020 Conference.

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Mike Mehan (2020). Leveraging Nested Data Frames for Analytical Studies. Talk. Presented at 2020 Conference.

Slides Video

Julia Silge (2020). Data visualization for real-world machine learning. Keynote. Presented at 2020 Conference.

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Michael Rimler (2020). Clinical Reporting Using R at GSK. Talk. Presented at 2020 Conference.

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Andy Nicholls (2020). The R Validation Hub: Implementing a Risk-Based Approach to R. Talk. Presented at 2020 Conference.

Slides Video

Max Kuhn, Simon Couch (2020). StackEm High! Ensembles Using tidymodels. Talk. Presented at 2020 Conference.

Slides Video

Ellis Hughes (2020). R Package Validation Framework. Talk. Presented at 2020 Conference.

Slides Video

Leigh Alexander (2020). Out of Chaos, Comes Order: Adventures in Standardized and Reproducible Research. Talk. Presented at 2020 Conference.

Adrian Olszewski (2020). Numerical validation as a critical aspect in bringing R to the Clinical Research. Talk. Presented at 2020 Conference.

Slides Video

Bo Wang (2020). metashiny: build Shiny apps with a Shiny app. Talk. Presented at 2020 Conference.

Slides Video

Laure Cougnaud, Michela Pasetto, Arne de Roeck (2020). Interactive medical oversight reporting in R. Talk. Presented at 2020 Conference.

Slides Video

Daniel Sabanés Bové (2020). Implementing Mixed Models with Repeated Measures (MMRM) in R and Shiny for Regulatory Purposes. Talk. Presented at 2020 Conference.

Slides Video

Jaejoon Song (2020). geoMapr: A Shiny Application for Enriched Analysis of Drug Utilization Data. Talk. Presented at 2020 Conference.

Slides Video

Matilde Kam (2020). Challenges in an Evolving Regulatory Landscape: How Statisticians Can Contribute. Keynote. Presented at 2020 Conference.

Slides Video

Bella Feng (2020). Becoming Multilingual. Talk. Presented at 2020 Conference.

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David Granjon, John Coene (2020). Unleash Shiny. Workshop. Presented at 2020 Conference.

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Emil Hvitfeldt (2020). Predictive modeling with text using tidy data principles. Workshop. Presented at 2020 Conference.

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Devin Pastoor, Kyle Baron (2020). A PK & PBPK Modelling Workflow in R: Simulation, Optimization & Visualization. Workshop. Presented at 2020 Conference.

Slides Video

Will Landau (2020). Targets and Reproducible Pipelines. Workshop. Presented at 2020 Conference.

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Rich Iannone (2020). gt. Workshop. Presented at 2020 Conference.

Slides Video

Daniel Lee (2020). Stan. Workshop. Presented at 2020 Conference.

Alison Hill, Tom Mock (2020). RMarkdown. Workshop. Presented at 2020 Conference.

Stefano Mangiola, Maria Doyle (2020). Tidy Transcriptomics. Workshop. Presented at 2020 Conference.

Slides Video

Andy Nicholls, Marly Gotti (2020). Implementing a Risk-based Approach to R Validation. Workshop. Presented at 2020 Conference.

Slides Video

Mike Stackhouse, Nathan Kosiba (2020). Multilingual Markdown with R and Python Using Reticulate. Workshop. Presented at 2020 Conference.

Slides Video

Leon Eyrich Jessen (2020). Artificial Neural Networks in R with Keras and TensorFlow. Workshop. Presented at 2020 Conference.

Slides

Chase Clark (2019). Your Missing Step in Reproducible R Programming: Continuous Deployment. Talk. Presented at 2019 Conference.

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Ellis Hughes (2019). Validation Framework for Assay Processing Pipelines. Talk. Presented at 2019 Conference.

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Marianna Grinberg (2019). Using R to foster the communication with non-statisticians on Bayesian dose escalation models. Talk. Presented at 2019 Conference.

Leon Eyrich Jessen (2019). Tidysq for Working with Biological Sequence Data in ML Driven Epitope Prediction in Cancer Immunotherapy. Talk. Presented at 2019 Conference.

Slides

Max Kuhn (2019). This one is not like the others: Applicability Domain methods in R. Keynote. Presented at 2019 Conference.

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Paul Schuette (2019). Simulations, and Complex Innovative Trial Designs. Talk. Presented at 2019 Conference.

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Kelly O'Briant (2019). Shiny in Production: Building bridges from data science to IT. Talk. Presented at 2019 Conference.

Gordon Turner (2019). Shiny apps for accelerating early drug discovery research. Talk. Presented at 2019 Conference.

Carson Sievert (2019). Reproducible shiny apps with shinymeta. Talk. Presented at 2019 Conference.

Slides

Madeleine S. Gastonguay (2019). Prediction of maternal-fetal exposures of CYP450-metabolized drugs using physiologic pharmacokinetic modeling implemented in R and mrgsolve. Talk. Presented at 2019 Conference.

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Aedin Culhane (2019). Multi-modal data integration. Keynote. Presented at 2019 Conference.

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Pavan Vaddady (2019). ModViz POP: R-Shiny Based PK/PD Interface for Empowering Teams to Perform Real-Time Simulations. Talk. Presented at 2019 Conference.

Andy Nicholls (2019). Making Better Decisions. Talk. Presented at 2019 Conference.

Slides

Marcus Adams (2019). Its Not Whats on the Outside, but Its Whats on the Back-end That Matters: The World Beyond CSV Files. Talk. Presented at 2019 Conference.

Juliane Manitz (2019). Improve installation sequences for R package cohorts. Talk. Presented at 2019 Conference.

Debbie Morreall (2019). Identifying progression-free survival in Veterans with Diffuse Large B-Cell Lymphoma using electronic healthcare records. Talk. Presented at 2019 Conference.

Volha Tryputsen (2019). From playing in the backyard to designing one: Shiny transforms study designs, data analyses and statistical thinking of oncology in vivo group at Janssen. Talk. Presented at 2019 Conference.

Slides

Jessica Higgins (2019). From CDISC to TLFs, using R to support Pharmacokinetic Analyses. Talk. Presented at 2019 Conference.

Jessica Myers Franklin (2019). Evaluating the performance of advanced causal inference methods applied to healthcare claims data. Talk. Presented at 2019 Conference.

Slides

Abhik Seal (2019). Democratizing Natural Language Processing with I2E and R Shiny. Talk. Presented at 2019 Conference.

Slides

Becca Krouse (2019). Building Open Source Tools for Safety Monitoring: Advancing Research Through Community Collaboration. Talk. Presented at 2019 Conference.

Slides

Jason Stevens (2019). Accelerating Chemistry Research through the Integration of Data Science with High-Throughput Experimentation. Talk. Presented at 2019 Conference.

Paulo Bargo (2019). Using RStudio.Cloud to advance R proficiency: a crowdsourcing training experience. Talk. Presented at 2019 Conference.

Slides

Elena Rantou (2019). Using R for Generic Drug Evaluation and SABE R-package for Assessing Bioequivalence of Topical Dermatological Products. Talk. Presented at 2019 Conference.

David Cooper (2019). Using Machine Learning and Interactive Graphics to Find New Cancer Targets. Talk. Presented at 2019 Conference.

Slides

Adrian Waddell (2019). Updates on Analyzing Clinical Trials Data with R. Talk. Presented at 2019 Conference.

Vivian Zhuang (2019). The use of R for improved reproducibility of biomarker detection in liquid biopsies. Talk. Presented at 2019 Conference.

Keaven Anderson (2019). Teaching an old dog new tricks: modernizing gsDesign. Talk. Presented at 2019 Conference.

Slides

Mark Rothe (2019). Shinytized R Markdown: A Potent OTC Alternative to 1,3,7-Trimethylxanthine & Currently Indicated for NDA Document Generation, Among Others. Talk. Presented at 2019 Conference.

Slides

Garrett Grolemund (2019). Reproducibility and the role of code in reproducible data science. Keynote. Presented at 2019 Conference.

Doug Kelkhoff (2019). Re-envisioning Clinical Content Delivery in the Open Source World. Talk. Presented at 2019 Conference.

Slides

Nina Qi (2019). R Packages for Analyzing Clinical Trials Data with R Focusing on Safety And Early Efficacy. Talk. Presented at 2019 Conference.

Devin Pastoor (2019). Package management. Talk. Presented at 2019 Conference.

Mirjam Trame (2019). nlmixr: an R package for population PKPD modeling. Talk. Presented at 2019 Conference.

Slides

Will Landau (2019). Machine learning workflow management with drake. Talk. Presented at 2019 Conference.

Slides

Jeannine Fisher (2019). Leveraging multiple R tools to make effective pediatric dosing decisions. Talk. Presented at 2019 Conference.

Slides

Kevin Snyder (2019). Interactive Visualization of Standardized CDISC-SEND-Formatted Toxicology Study Data Using R Shiny. Talk. Presented at 2019 Conference.

Slides

Leigh Alexander (2019). How to win friends and influence people: Efficiency, Reproducibility, and Scalability with R Project templates and parameterized R Markdown. Talk. Presented at 2019 Conference.

Alison Margolskee (2019). Exploratory Graphics (xGx): Promoting the purposeful exploration of PKPD data. Talk. Presented at 2019 Conference.

Ning Leng (2019). Embrace R in Pharma - building internal R community and establishing fit-for-purpose R pilots. Talk. Presented at 2019 Conference.

Slides

Eric Nantz (2019). Creating and reviving Shiny apps with golem. Talk. Presented at 2019 Conference.

Slides

Rena Yang (2019). Collaborating at scale: managing an enterprise analytical computing ecosystem. Talk. Presented at 2019 Conference.

Slides

Marianna Foos (2019). Breaking the Speed Limit: How R Gets Faster. Keynote. Presented at 2019 Conference.

David James (2019). An R package for Data Science and Deep Visualization of a complex clinical database. Talk. Presented at 2019 Conference.

Joe Cheng (2019). Shiny Reproducibility. Workshop. Presented at 2019 Conference.

Slides

Andy Nicholls (2019). R Validation Hub (past, current and future state). Workshop. Presented at 2019 Conference.

Slides

Carson Sievert (2019). plotly. Workshop. Presented at 2019 Conference.

Slides

Will Landau (2019). Machine learning workflow management with drake. Workshop. Presented at 2019 Conference.

Slides

Max Kuhn (2019). Machine learning. Workshop. Presented at 2019 Conference.

Slides

Leon Eyrich Jessen (2019). Artificial neural networks in R with Keras and TensorFlow. Workshop. Presented at 2019 Conference.

Slides

Joe Cheng (2018). Using interactivity responsibly in pharma. Talk. Presented at 2018 Conference.

Slides

Mat Soukup (2018). Unification in a Compartmentalized Culture. Talk. Presented at 2018 Conference.

Slides

James Black (2018). The role of R in converting clinical trial programmers to data scientists. Talk. Presented at 2018 Conference.

Slides Video

Elma Zannatul Ferdousy, Katrina Paz, Nasser Al Ali (2018). The Magic R-Shiny App that can Boost your SDTM Usability and Viability while Saving Time. Talk. Presented at 2018 Conference.

Sebastian Wolf (2018). The largest Shiny application in the world. Roche.Diagnostics.bioWARP. Workshop. Presented at 2018 Conference.

Will Landau (2018). The drake R package: reproducible data analysis at scale. Talk. Presented at 2018 Conference.

Andy Nicholls (2018). The Challenges of Validating R. Talk. Presented at 2018 Conference.

Slides

Andy Nicholls (2018). The Challenges of Validating R. Workshop. Presented at 2018 Conference.

Jessica Minnier (2018). Shiny Apps in Genomics and Clinical Trials. Talk. Presented at 2018 Conference.

Slides

Joseph Gerrein (2018). Reproducible computational research at Eisai: leadership, technology, and culture. Talk. Presented at 2018 Conference.

Kieran Martin (2018). R4SPA: R Packages and Training to enable Statistical Programming in R. Talk. Presented at 2018 Conference.

Slides

Nate Mockler (2018). R/Shiny Clinical Dashboards For Fun* and Profit *Note: Fun is Relative. Talk. Presented at 2018 Conference.

Marc Gastonquay (2018). R as the Core Technology to Support Modeling and Simulation in Pharma Research, Development, and Post Approval Activities. Talk. Presented at 2018 Conference.

Slides

Leon Eyrich Jessen (2018). NetTCR: Towards Accurate Prediction of T-cell Targets using Deep Learning. Talk. Presented at 2018 Conference.

Devin Pastoor (2018). Moving Fast Without Breaking Things: Navigating the R Ecosystem in an Enterprise Environment. Talk. Presented at 2018 Conference.

Slides

Marianna Foos (2018). Keeping things Peachy when Shiny gets Hairy. Talk. Presented at 2018 Conference.

Slides

Carson Sievert (2018). Interactive data visualization with R, plotly, and dashR. Talk. Presented at 2018 Conference.

Carson Sievert (2018). Interactive data visualization with R, plotly, and dashR. Workshop. Presented at 2018 Conference.

Jay Timmerman (2018). Enhance R Overview. Talk. Presented at 2018 Conference.

Slides

Michael Lawrence (2018). Enabling open-source analytics in the enterprise. Keynote. Presented at 2018 Conference.

Slides

Eric Nantz (2018). Developing powerful Shiny applications in an enterprise environment: Best practices and lessons learned. Talk. Presented at 2018 Conference.

Slides

Olga Vitek (2018). Building a community of competent developers and users of R-based tools in mass spectrometry-based research. Talk. Presented at 2018 Conference.

Slides

Daniel Lee (2018). Bayesian Models for Smaller Trial Sizes. Talk. Presented at 2018 Conference.

Slides

Jia Kang (2018). Assisting pharmacometric simulation with the use of Shiny. Talk. Presented at 2018 Conference.

Slides

Adrian Waddell (2018). Analyzing Clinical Trials Data with R. Talk. Presented at 2018 Conference.

Xiuting Mi (2018). Accelerate Personalized Health Care by Empowering Biomarker Data. Talk. Presented at 2018 Conference.

Slides

Paul Schuette (2018). Using R in a regulatory environment: some FDA perspectives. Talk. Presented at 2018 Conference.

Boyd Gonnerman, John Sims, Frank DePierro, Peter Giardina (2018). Using R in a GxP Environment. Talk. Presented at 2018 Conference.

Rena J. Eudy-Byrne (2018). The Use of R in the Development of Physiological Model for Healthy Growth. Talk. Presented at 2018 Conference.

Slides

Sebastian Wolf (2018). The largest Shiny application in the world. Roche.Diagnostics.bioWARP. Talk. Presented at 2018 Conference.

Daniel Lee (2018). Stan for Pharma. Workshop. Presented at 2018 Conference.

Xiao Ni (2018). ShinyRAP - a framework for analysis and building interactive/dynamic reports using Shiny/Markdown. Talk. Presented at 2018 Conference.

Stefanie Butland (2018). rOpenSci - enabling open and reproducible research. Talk. Presented at 2018 Conference.

Slides

Qi Liu (2018). REAP - R-Shiny Exploratory Analysis Platform in Clinical Pharmacology. Talk. Presented at 2018 Conference.

Slides

Reinhold Koch (2018). R reproducibility by containers and cloud. Talk. Presented at 2018 Conference.

Slides

Tanya Cashorali (2018). Optimization of raw materials genealogy in drug manufacturing with R, Shiny and d3. Talk. Presented at 2018 Conference.

Slides

Juliane Manitz (2018). Multi-state Model for the Analysis of an Association between Safety and Efficacy Events. Talk. Presented at 2018 Conference.

Slides

Devin Pastoor (2018). Moving Fast Without Breaking Things: Navigating the R Ecosystem in an Enterprise Environment. Workshop. Presented at 2018 Conference.

Lilliam Rosario (2018). Modernizing the new drug regulatory program in FDA/CDER: Can Collaborations and Sharing Help?. Keynote. Presented at 2018 Conference.

Max Kuhn (2018). Modeling in the tidyverse. Keynote. Presented at 2018 Conference.

Slides

Ed Lauzier (2018). Managing R and Associated Tools in Large Environments - an R-Admin’s Perspective. Talk. Presented at 2018 Conference.

Marianna Foos (2018). Keeping things Peachy when Shiny gets Hairy. Workshop. Presented at 2018 Conference.

Chase Clark (2018). IDBac: A New Paradigm in Developing Microbial Libraries for Drug Discovery. Talk. Presented at 2018 Conference.

Slides

Jessica Myers Franklin (2018). Evaluating the performance of advanced causal inference methods applied to healthcare claims data. Talk. Presented at 2018 Conference.

Jun Li (2018). Data-Driven Strategies for Synthetic Route Design and Operational Modeling within Pharmaceutical Development. Talk. Presented at 2018 Conference.

Gabe Becker (2018). Beyond Simple Reproducibility - Discoverability, Provenance, and Improving the Impact of Results. Talk. Presented at 2018 Conference.

Bella Feng (2018). Becoming bilingual in SAS and R. Talk. Presented at 2018 Conference.

Volha Tryputsen (2018). Antibody Characterization Using Next Generation Sequencing made easier with Group My Abs shiny app. Talk. Presented at 2018 Conference.

Slides

Adrian Waddell (2018). Analyzing Clinical Trials Data with R. Workshop. Presented at 2018 Conference.