Call for Papers for the Validated AI for Pharma Summit is officially open.

Details: appsilon.com/validated-ai-f…

If you are building, validating, or deploying AI in a regulated pharma environment, we would love to hear what you are learning.

We are organizing a free, virtual d we are looking for practitioners with real lessons to share: what worked, what broke, and what you would do differently.

Topics we are particularly interested in:
🔹 Clinical trials and data-driven drug development
🔹 AI validation and regulatory compliance
🔹 Open source tooling in pharma
🔹 Getting AI from experimentation to production

We are especially interested in talks that get into the specifics: real decisions, real constraints, lessons other teams can actually use.

CFP closes July 31, 2026. Decisions go out by August 15.

Submit your talk here: docs.google.com/forms/d/e/1FAI…

Teams tend to assume a GxP-compliant SCE is a multi-year build, the kind of project you know you need but keep pushing down the roadmap.

This clinical-stage biotech had six months. No existing environment to build on, and active clinical programs already in motion that left no ix months later, regulated analyses were running in production.

What made that possible wasn't speed for its own sake. It was building compliance into the architecture from the start instead of trying to add it later. Containers for reproducibility, Git for controlled change, and audit trails generated automatically as part of the deployment process.

We broke the approach down in this carousel, so swipe through if you're thinking about SCE modernization for your own team 👇

Full details are in our 2026 AI-Ready SCE guide: appsilon.com/ebooks/modern-…

It is that simple. Before you build any AI agent, ask the user(s) what they want it to answer. That one step tells you what data and evaluation work has to come first.

More from our webinar on what it takes to make pharma data usable for AI 👉 youtube.com/watch?v=4llFFQ…

Psst, at the Validated AI for Pharma Summit, a free virtual event:
appsilon.ai

Thank you for joining #ShinyConf2025! 💙

With 4,000+ registrations from around the world, it’s been an amazing journey full of insightful sessions, inspiring talks, and valuable networking. We hope you left with fresh ideas & new connections! ✨
See you next year! 🙌
#ShinyConf

#Rhino 1.11.0 is now on CRAN! 🚀

This version brings new features designed to improve your developer experience.

Here's what's new: Automated Rerunning of Unit Tests, Custom Reporter for Unit Tests, Devmode, and the Destructure Operator (%<-%).
More: hubs.li/Q03fJDsL0

Join us for a discussion on the latest updates in FDA Pilots! We’ll cover feedback, Pilot 4 status, lessons learned, and what's next for 2025.

Featuring: Ben Straub, Eric Nantz, & Sam Parmar
📅 April 29, 6pm CEST
📍 Virtual

Save your seat: go.appsilon.com/fda-pilots

#webinar

Track 2:
✦ DIY: Unclog Your Scripts with Plumber in R with Deepansh Khurana
✦ Designing Inclusive Shiny Dashboards: Accessibility Best Practices and Innovations with Abigail Stamm & Eric Kvale
✦ Why Is It Triggering Twice? Understanding Shiny Reactivity with Douglas Mesquita

Ready to explore the full @ShinyConf workshop lineup? 🌟

Track 1:
✦ Optimizing Performance in Shiny: Tips and Best Practices with Samuel Calderon
✦ Transferring Your R Shiny Skills to Python with PJ Van Camp

Get your FREE ticket today: events.ringcentral.com/events/shinyco…

Rhino has reached 300 stars on GitHub! 🎉

A big thank you to the community for all the support! Explore Rhino and other packages in the Rhinoverse: go.appsilon.com/rhinoverse-page

GitHub: github.com/Appsilon/rhino/

#Rhino #opensource #GitHub #rstats #community

Join the first-ever Appsilon Tiny Shiny Hackathon on March 22! 🌟

Create Shiny applications using AI & compete for awesome prizes.

🗓️ March 22, 2025 | ⏰ 3 PM – 7 PM CET | 🌍 Online

Register now: go.appsilon.com/tinyshiny-hack…

#Shiny #Hackathon #ShinyAssistant #AI #rstats

Join our workshop on January 28th to learn how to assess R package quality using the #riskassessment app! Get practical insights for managing risk in #GxP environments and qualify packages effectively.
Register now: go.appsilon.com/shiny-gatherin…

#workshop #RValidationHub #rstats

Building reliable R Shiny apps starts with ensuring data integrity and validity. Learn how the pointblank R package simplifies data validation, saving you time and boosting app reliability.

Read more 👉 appsilon.com/post/data-vali…

#rstats #shiny #datascience

#ShinyforPython is a great choice if you're looking to quickly build interactive web applications. It’s perfect for teams that need to validate ideas early, share clear data insights, and create dashboards where users can make real-time decisions.
👉go.appsilon.com/guide-shiny4py…

Join us for the Shiny Gathering x Pharmaverse workshop: Evaluate Package Quality with the {riskassessment} Application 🎯

Learn more and register here ⤵️
go.appsilon.com/shiny-gatherin…

#ShinyGathering #riskassessment #workshop #GxPenvironment #RValidationHub #rstats

Join us for R & Shiny Trivia Night tomorrow! 🌟
Test your R and Shiny skills with questions for all levels. Whether solo or with a team, it’s a fun way to wrap up the year, connect with the community, and learn something new.

Sign up: go.appsilon.com/r-shiny-trivia…

#RShiny #trivia

The GxP Validation Summit recordings are live! 🎯

Thank you to everyone who joined us! If you missed the event, all recordings are now available on our YouTube channel. Catch up on key insights here: youtube.com/playlist?list=…

#GxP #validation #GxPValidationSummit #event

Join us for R & Shiny Trivia Night – Virtual Edition on Dec 17! 🎉

Test your R & Shiny knowledge with fun questions, win prizes, and connect with enthusiasts worldwide. It’s the perfect way to wrap up 2024!

Sign up here: go.appsilon.com/r-shiny-trivia…

#ShinyGathering #RShiny

Tapyr 0.2 is here! 🎉

This update enhances the developer experience with streamlined package management, intuitive testing tools, and improved documentation.

Ready to try it out? Get all the details here: appsilon.com/post/tapyr-0-2…

Join us online! Transform the way you handle clinical trial data, regulatory submissions, and GxP compliance 📊

Time: 2 - 8 PM CET
Date: Wednesday, November 20th, 2024
Location: ONLINE

Register here and secure your FREE spot: go.appsilon.com/gxp-validation…

#GxP #validation #summit

Join us tomorrow for a ShinyGathering x Pharmaverse session with Nina Ting Qi and Dony Unardi! Learn how to build clinical data analysis apps with {teal}! 📊
🗓 October 1st, 2024
⏰ 6 PM CEST | 12 PM EST
Reserve your free seat: go.appsilon.com/shiny-gatherin…

Rhino 1.10.0 is Now Available on #CRAN! 🦏🎉

Here’s what’s new: 
1️⃣ Automated Styling
2️⃣ Auto-Complete for VS Code

Read more about the updates here: go.appsilon.com/rhino-1-10-0

#Rhino #boxmodules #rstats #codequality

🎉 The new Rhinoverse website is live! 🎉

Get everything you need to know about our packages in one place. Discover core R packages, complementary tools, Python packages, and much more!

Visit the new site here: appsilon.com/rhinoverse?utm…

#rhinoverse #rpackages #rstats

Curious about #Rhino and its recent updates? Watch our video with Marek Rogala and Kamil Żyła as we break down Rhino 1.8 & 1.9 features, including box.linters integration, JS & Sass tools, and more! 🚀

Watch now: youtu.be/gNDdiLxOZ-M

#rpackage #rshiny #rstats #Rhinoverse

We’re excited to announce Appsilon's new CEO - Olga Mierzwa-Sulima 🎉
Join us in welcoming and congratulating Olga on her well-deserved new role. More details here: linkedin.com/feed/update/ur…

🎉 Giveaway! 🎉 Missed @ShinyConf 3 months ago? Get one of 50 FREE tickets to access all the ShinyConf recordings 🎥

How to get free access:
1️⃣ Go to go.appsilon.com/ticket
2️⃣ Click the Sign Up button
3️⃣ Register and enjoy the content!

#ShinyConf #ShinyConf2024

Join us for a #ShinyGathering session on "Untangling Biology: The Power of Data Analysis Pipelines" 🚀
Here’s what’s on the agenda:
- Introduction to Data Analysis Pipelines (10 min)
- Coding Session (30 min)
- Q&A and Discussion (20 min)
Registration: go.appsilon.com/untangling-bio…

🎉 Rhino 1.9 is now available on CRAN! 🎉

This update introduces advanced JavaScript and Sass formatting tools, along with seamless integration of bslib and custom Sass for maximum styling flexibility.
💡 Explore more details in our blog post: appsilon.com/post/rhino-1-9…

#rstats

Greetings from @_useRconf! 🎉
We're thrilled to be here and ready to connect with all of you in person. Stop by our booth to chat, discover our latest projects, and pick up some goodies. Explore our resources page for a wealth of free knowledge: go.appsilon.com/resources

JavaScript is essential for fast, interactive Shiny apps. However, it's often underappreciated and challenging to maintain in projects ⚠️
It's time for a change! Discover how #Rhino can transform your approach ⤵️

Use the ROI Calculator to check the potential impact of #CrystalClearVision. Enter conditions tested, crystal growth probability, and monthly attempts to estimate your return on investment in terms of both time and money.
➡️ go.appsilon.com/roi-calculator

#CCV #machinelearing #ROI

The shiny.gosling package is now a part of Bioconductor 🎉

Whether you're a user, developer, or researcher, integrating genomics visualizations into your bioinformatics projects and Shiny dashboards just became much simpler!

Learn more ➡️ appsilon.com/post/shiny-gos…

Drug discovery powered by AI! Meet #CrystalClearVision 💎

Our #AI model is reducing misses by over 30% compared to standard industry benchmarks. You can expect precision and efficient capture of crucial data from as few as 100 new images.
Discover CCV: appsilon.com/crystal-clear-…

Say hello to #text2graph that puts the power of data analysis in your hands, minus the coding. Effortlessly generate code for plots in R, Python and JS, customize models, and explore the stories hidden within your data 🚀

Want to learn more? Book a demo: go.appsilon.com/text2graph-app

Introducing box.linters & Rhino 1.8 Update on CRAN! 🎉

#Rhino now integrates box.linters, a powerful addition for projects utilizing {box} - offering enhanced capabilities for developers. Click to discover how these updates can benefit your projects ⤵️
go.appsilon.com/box-linters-in…

Managing logs when deploying R/Shiny and Python applications can be challenging...
That's why we created #LogAnalyzer - a tool invaluable for debugging. Thanks to Elkem's openness, we're excited to release the open-source version. Get more details ⤵️
appsilon.com/post/introduci…

Missed our Open Source Spotlight session? Catch the recording and explore #Tapyr 🎥
This framework brings Rhino-like capabilities from the R world to the #ShinyforPython ecosystem. It aims to simplify the development of enterprise-ready applications 🌟
youtu.be/ewyHk9jsZFc

Introducing the next step in the R Highcharts series! 📊
Read more to explore R Shiny Highcharts dashboard elements and dive into the process of building a #dashboard ⤵️
More here: appsilon.com/post/r-shiny-h…

#Shiny #Highcharts #rstats #RHighcharts

Win a Hex Logo Design - One Extra Week! 🚀
If you're the creator of an #Rpackage without a logo or if your current one needs a makeover, this is the perfect opportunity. Submit your R package and explain why it deserves a logo makeover.
Click to join: shinyconf.com/r-package-logo…

Ready to take on the One Billion Row Challenge? Let's see if R can handle analyzing massive datasets! 📊
Check out our latest blog post to discover in detail how R performs 👉 appsilon.com/post/r-one-bil…

#DataAnalysis #RProgramming #Rstats #1BRC

🎉 We’re coming to #positconf2024! 🎉

What’s in store?
• "Shiny in Action: Transforming Film Production with TARS" by Marcin Dubel
• "Art of R Packages: Forging Community with Hex Stickers" by Hubert Hałun

More details: posit.co/conference/
#positconf #Shiny #RShiny

Join us next week for the Open Source Spotlight session as we explore #Tapyr - learn all about creating projects with this Shiny for Python framework, the reasoning behind our feature selection, and practical tips for using them effectively💡
Register: lnkd.in/d7RA8KTg

On-site at #PharmaSUG 2024! Excited to explore, learn, and present our talk on "Experimenting with Containers and webR for Submissions to FDA in the Pilot 4" today.

For more information about the conference, visit: pharmasug.org/us/index.html

#PharmaSUG2024 #FDAsubmissions

We’re getting ready for useR! 2024! This year, our Appsilionians are bringing a wealth of insights and expertise in not one, not two, but… six talks during the event 🎉
Join us on-site or online! More details about the conference: events.linuxfoundation.org/user/
#useR2024 #conference

The journey with #RHighcharts continues! This time, we’re focusing on interactive maps in R and R Shiny 🗺️
Discover the process of creating choropleth and bubble maps. Ready for the next chapter?
Read more: appsilon.com/post/r-highcha…

#RShiny #DataVisualization #InteractiveMaps

Meet us at #RMedicine2024! Our team has prepared two amazing talks ⤵️
• World beyond {targets}: Embracing Data Pipelines in Life Sciences by Aga Rasinska
• Health Equity Explorer Application Showcase by Can Taşlıçukur and Bill Adams from BMC

Learn more: rconsortium.github.io/RMedicine_webs…

Can #MachineLearning accurately count Shag nests to assess the Antarctic ecosystem’s health? The answer is YES! 🪺
Explore how our ML team achieved this in the YOLO Project. We tested #computervision for automating cormorant nest counting.
Read more: go.appsilon.com/counting-nests

📣 Attention R Package Developers: Win a custom Hex Logo!
Still searching for the perfect logo for your #Rpackage? Participate now for the chance to win one 🚀 Don't miss out, submit your entry today!
Details: shinyconf.com/r-package-logo…

Time for the big reveal! Say hello to #Tapyr: the Shiny for Python framework that brings Rhino-like capabilities from the R world, and more to the Shiny for Python ecosystem. Its goal? Making it easier to develop enterprise-ready applications. Learn more: appsilon.com/post/introduci…

Explore How to Craft Error Responses that Speak Fluent HTTP!
Uncover the most common HTTP status codes & master error handling for seamless app communication 💬
#RPlumber #WebAPI #Rprograming

➡️ appsilon.com/post/api-oopsi…

Take a look at the enhanced map view on the Health Equity Explorer app! Discover health outcomes & socioeconomic indicators across Boston with interactive maps ⤵️

#health #mapview #HealthEquityExplorer

Thank you for joining us at #ShinyConf2024 💙
Over the past three days, we've explored remarkable innovations, impactful applications, and inspiring stories within the #Shinycommunity! Shoutout to all who participated and contributed to creating this edition of @ShinyConf 🌟

It's Day 3 at @ShinyConf - let's get started! 🌟

Today, we’re exploring the Shiny in Life Science and Shiny in Enterprise tracks. Expect a day filled with insights, expertise, and tips. Check out today's agenda here: shinyconf.com/shinyconf-2024…

#ShinyConf #ShinyConf2024

Have you heard the news? Our hexes just got a makeover! 🚀

Check out the whole lineup with their new design. We wanted to create a more consistent look with a modern twist. Share your thoughts, and let us know if you have a favorite 🌟

#hex #design #rhinoverse

Time for some more exciting news! A new addition to our #hex family is on the way. Stay tuned for updates - more details coming soon! 🤩

Day 2 of @ShinyConf is about to begin! 🎉
Today, we're diving into the Shiny Innovation Hub and Shiny for Good. Get ready for amazing keynotes, insightful sessions, and app showcases. Take a look at today's agenda: shinyconf.com/shinyconf-2024…

#ShinyConf #ShinyConf2024

3, 2, 1... @ShinyConf Day 1 is here!
It's all about workshops today, so prepare yourself to explore the diverse sides of Shiny ✨

Want to join us? Click here for quick registration: events.ringcentral.com/events/shinyco…

#ShinyConf #ShinyConf2024

Could @ShinyConf 2024 give your career a boost? Learn more in our latest blog post! Explore opportunities for learning, networking, and more 🌟
appsilon.com/post/shinyconf…

#ShinyConf #ShinyConf2024

Join @ShinyConf panel discussion about "Shiny in Life Sciences: Adoption, Challenges, and Future Trajectories" hosted by Eric Nantz with guests Dony Unardi, Harvey Liebermann from @Novartis, and Becca Krouse from @GSK 🚀
Get tickets here: events.ringcentral.com/events/shinyco…

#ShinyConf2024

Discover what our attendees had to say about last year's edition ⤵️🌟
Join us at #ShinyConf2024 for an unforgettable experience! Get ready for invaluable insights, meaningful connections, and unforgettable moments. Grab your tickets here: events.ringcentral.com/events/shinyco…

#ShinyConf

Heading to @bioitworld Conference & Expo 2024 on April 15-17? Meet our team!
Discover how #RShiny and #AI can streamline your processes and revolutionize project outcomes 🚀

Interested in a meeting? Schedule here: appsilon.com/book-a-meeting…

Ever wondered how #books shape your life? Dive into our latest video with Gift (Gigi) Kenneth and Ryszard Szymański discussing "Think Again" and "Thinking, Fast and Slow". Gain insights, connections, and recommendations 💡
#ThinkAgain #ThinkingFastandSlow youtu.be/qGLnwb4DLAQ

Discover FDA submission innovations at #PharmaSUG! Dive into #WebAssembly and Containers with André Veríssimo and Ismael Rodríguez 💡

🗓️ May 19-22 in Baltimore, MD

More info: pharmasug.org/us/2024/papers…

#FDA #clinicaltrials #FDAsubmissions

Interested in exploring the potential of using #machinelearning to create animations?

Discover the presentation from the Data Science Summit by Piotr Storożenko, our Innovation Lead/ML Engineer, and Marcin Panek, CTO at Bones Studio. Watch the video ⬇️

youtu.be/R2t03bn-vys

We're (almost) one month away from @ShinyConf! Get ready for an event filled with insights, innovation, and all things #Shiny. Save the dates: 17-19 April 2024 🌟

Discover our agenda: shinyconf.com/shinyconf-2024…

#ShinyConf #ShinyConf2024 #RShiny #conference