tonik’s Post

I love the way Amicia D. Elliott, Ph.D. lays out the future trends of AI use in #genetherapy development, how AI is driving experimental design and automation in biological labs. Learn how Form Bio is applying our #datascience and #ai expertise to the industry with a pragmatic approach to known and new challenges, and developing strategic relationships to drive value for our customers and the patients they serve. All delivered with our #cloudnative platform. Check it out! You'll learn something new with a quick 5min read.

We are now at a point where technologies, including machine learning and generative AI, have advanced to a stage where they can assist scientists with their most challenging problems. While the judgment of our scientific community will always be crucial, these tools can streamline areas of interest and expedite breakthroughs. It's time to harness the power of AI and ML to propel them forward. https://lnkd.in/gyGYptM7

"The majority of cell and gene therapies are discovered and developed in academic settings characterized by complex and highly manual processes. With highly skilled scientists physically implementing each step, these processes aren’t scalable at a commercial level." We can't wait for more companies and organizations to adopt technologies like Krakatoa™, our benchtop media maker, that completely automate critical upstream processes. 2024 also promises much in the development of AI, which we can only see further contributing to decentralized manufacturing and eliminating human error. #decentralizedmanufacturing #celltherapy #bioprocessing https://hubs.ly/Q02f2Hy60

You shall consider using AI in manufacturing soon

⚡ Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems. (arXiv:2310.03579v1 [cs.AI]) | arXiv #AI, #AIMonitor, #Newscadia

Most people have cars but they don’t use them to reach the same destination. What am I trying to get at? Well the same thing goes for Optics11 instruments. Our customers all have similar products. But their use-case is unique to their different goals. The application areas are vast and it’s easy to look at the instrument and think what can this do for me? Well it’s all about “informative insight” The informative insight you receive when you use this machine to unlock mechanobiology and leverage its potential as a label free biomarker. With the supreme goal of informing medicine in ways that are novel and impactful. This is why we are at the Genomics showcase, to inspire researchers working in Cell & Gene Therapy space to adopt informative insight 💡🔬🦠

🌟 Esact Conference Takeaways 🌟 1. 𝗣𝗿𝗼𝘁𝗲𝗶𝗻 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗥𝗲𝘀𝗶𝗹𝗶𝗲𝗻𝗰𝗲:     Despite significant progress in novel therapies (such as gene therapy), protein production in mammalian cells (like CHO cells) remains a critical area of focus. The field is alive and evolving! 2. 𝗢𝗻𝗹𝗶𝗻𝗲 𝗠𝗲𝗮𝘀𝘂𝗿𝗲𝗺𝗲𝗻𝘁𝘀 𝗥𝗲𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻:     In today’s bioprocess landscape, online measurements are required. Tools utilizing techniques like Raman spectroscopy and mass spectrometry have become incredibly compact and efficient. 3. 𝗗𝗮𝘁𝗮 𝗘𝘅𝗽𝗹𝗼𝘀𝗶𝗼𝗻 𝗮𝗻𝗱 𝗖𝗿𝗲𝗮𝘁𝗶𝘃𝗶𝘁𝘆:      The sheer volume of data generated by online measurements is mind-boggling. Startups are proposing creative solutions, using a combination of machine learning, digital twins and even Bayesian tools to analyze data.      4. 𝗛𝘆𝗯𝗿𝗶𝗱 𝗠𝗼𝗱𝗲𝗹𝘀 𝗳𝗼𝗿 𝗖𝗼𝗻𝘁𝗿𝗼𝗹:     Hybrid models, combining mechanistic and statistical approaches, offer flexibility in bioprocess control. They allow us to adapt and optimize processes effectively. 

📢Robots and AI Revolutionize Cell and Gene Therapy Manufacturing 🤖 Researchers suggest that robots and artificial intelligence can address manufacturing challenges in cell and gene therapy. 🔬 The European Committee of ISCT and EBMT highlights the bottlenecks in manufacturing. ⬆️ The rapid growth of the sector necessitates skilled personnel and increased production demand. 🌍 Currently, there are only a few approved therapies, but the market is expected to expand. 🤖 Automation and robotization, combined with AI, can improve production efficiency and reduce costs and variability. #BioprocessUpdates #robots #artificialintelligence #celltherapy #genetherapy #manufacturing #research #bottlenecks #growth #skilledpersonnel #productiondemand #approvedtherapies #marketexpansion #automation #robotization #productionefficiency ▷ Read the full article here: 📎 https://lnkd.in/d_MpVg2x

Cars made horse-based transportation obsolete. The same thing will happen with AI in manufacturing. Here are 3 companies you should look into for help. (Not sponsored, just an enthusiast) Presented in alphabetical order: Form Bio - Optimized workflows and machine learning to make better, more efficient AAV gene therapies. Native Labs - Early start-up that uses AI/ML to analyze existing bioprocess data and predict the parameter changes needed for significant improvements Whitelab Genomics - Predictive models for target discovery and design of gene therapies These are just 3, but there are more. Who else would you add? Drop them in the comments. #innovation #ai #biotechnology #celltherapy #genetherapy

👋 2023 has been a massive year for the Life Science industry, for many reasons of course... - What are your top 5 Life Science trends of 2023? #LifeScience #LifeScienceTrends2023