Spring Science

@SpringScience
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49 Posts
Giving scientists AI superpowers

❗❗❗ Beware of 'AI-washed' products in drug discovery and data analysis!❗❗❗

True innovation isn't about slapping an AI label on old tech. The Spring Engine represents genuine AI advancement, accelerating drug discovery like never before. We'll be digging deeper into this in the coming weeks, so stay tuned!

#AI #drugdiscovery #phenotypicprofiling

🎃 Not all cells go quietly… ☠️ Some die with a bang, others with a whimper, and Spring’s AI tools capture every haunting detail. Let’s dive into the eerie world of cell death mechanisms. (1/4)

We love cute animal pictures as much as the next person, but they won’t help us discover new therapies. We use real cell imaging data for that! 🧬🐱🐶

#BioEmbeddings #AI #NotYourAverageAI

Building on our previous post about the Taipale lab’s work, 16% of pathogenic variants are linked to protein mislocalization, disrupting stability, especially in the secretory pathway. 🧬 Variants with distinct localization patterns are tied to different disease outcomes. 🧵

Welcome to 2024!

Many companies slap 'AI' on old tools – we call it the 'AI band-aid.'

They're stuck fixing segmentation errors instead of advancing science.

There's a better way with improved prediction accuracy. What if you didn't have to tweak cell segmentation settings?

🔍✨ Unleashing Creativity at Spring Science's OKR Week! ✨🔍

Innovation at Spring Science isn’t just for the lab—it’s in everything we do! During OKR Week, our team swapped keyboards and pipettes for wood and pyrography pens, diving into the art of wood burning. 🪵🔥

The result? Stunning designs, from intricate patterns to our company logos, showcasing our team’s unique style and creativity.

Check out the amazing artwork! 📸👇

🔬 Unlocking the power of #CellPainting in #drugdiscovery! At Spring, we're using AI to turn cell images into groundbreaking insights. By combining cell painting with advanced machine learning, we've boosted MOA prediction accuracy from 72% to 92%! 🚀

https://buff.ly/3SZpYF6

Spring Science

Giving Scientists AI Superpowers

🚀 Spring Science is revolutionizing drug discovery with AI-powered high-content imaging! Our mission: equip scientists with cutting-edge tools to speed up target ID and drug development.

Catch insights from our Senior Director, Will Van Trump, as he explores AI's transformative role in imaging from his SLAS presentation.

Stay tuned for more on cell painting, analysis challenges, and how we're leading AI-driven research.

Watch Will’s talk here: https://buff.ly/4cBHSon

#AIinDrugDiscovery

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Unveiling the power of embeddings in data science! 🧬🔬

Curious how complex data like images can be efficiently analyzed? Enter embeddings - a game-changing technique that transforms high-dimensional data into compact vectors of numbers.

Embeddings preserve critical information while simplifying analysis, making them essential for data science. They capture key features and relationships, enabling more effective processing of complex datasets.

Stay tuned to learn more
https://buff.ly/4dLZ6jQ

Spring Science

Giving Scientists AI Superpowers

Happy #MachineLearningMonday!

Today we're highlighting our blog post about machine learning classification and how it is used in image analysis. Read it here: https://buff.ly/3wy9Ylf