💡 💡 GenAI and Skeleton-of-Thought💡 💡 Here's a newly published research introducing the Skeleton-of-Thought (SoT) method, which employs an innovative approach to text generation that might have notable applications across various sectors of pharmaceutical development. ✍🏽 Understanding the Skeleton-of-Thought Method: SoT begins with creating a basic outline—'a skeleton'—that maps out the framework of the intended document. This skeleton is not just a guide but the foundation upon which the entire document can be built. Following this, each segment of the skeleton is expanded simultaneously, rather than in sequence. This parallel expansion allows for multiple parts of the text to be developed at once, which could significantly decrease the time spent on document creation. Finally, these segments are integrated to form a cohesive and comprehensive output. ✍🏽 Some potential applications in pharma R&D operations can be -Regulatory Documentation: Quick and accurate assembly of complex regulatory documents could see significant time savings. -Interactions with Healthcare Professionals (HCPs): Tools that assist HCPs could benefit from faster and more precise information delivery during consultations. -Clinical Trial Reports: Accelerating the preparation of detailed reports could expedite trial phases and overall study conclusions. - Patient Education: Efficient generation of patient-friendly materials that are easy to understand and tailored to specific needs. - Marketing: Creation of marketing materials could become quicker, allowing for rapid response to market changes and needs. How do you see AI like this integrating into your workflows? Keen to hear your thoughts h/t Cameron R. Wolfe, Ph.D. via twitter #generativeai #pharma #tech #innovation
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This article explores the transformative impact of pharmaceutical technology (PharmaTech) on modern medicine. It highlights how advancements like AI, machine learning, and personalized medicine are revolutionizing drug discovery, development, and patient care. The piece also delves into the rise of biopharmaceuticals and advanced manufacturing techniques, while discussing the opportunities and challenges that lie ahead as PharmaTech continues to shape the future of healthcare. #PharmaceuticalTechnology #Technology #GlobalTechAwards #Awards #TechAwards #Websites #WebAwards #MobileApps #MobileAppAwards #AppAwards #Apps #Tech #PharmaTech https://lnkd.in/gazNnyCB
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💡 What if your pharmaceutical company could harness the power of Sovereign AI to revolutionize content production and reduce costs? 🤖 At Pixels Health, we’re blending the strengths of generative AI and human expertise to enable pharmaceutical companies to craft marketing campaigns faster than ever, develop detailed 3D animations, and produce personalized scientific reports, all while reducing costs. 📉 ✨ Curious about how this synergy about sovereign AI combined with human expertise is redefining quality and precision in pharma? Check out the full article for insights! https://lnkd.in/dEC3Ptew #generativeAI #SovereignAI #pharmamarketing #contentcreation #marketingcampaigns #pharmasales #marketingpharma #pharma #lifescience #experiencedesign #healthcaremarketing #pharmastrategy #HCPEngagement #digitalhealth
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Marketing Specialist || Driving AI Automation Solutions || B2B Sales || AI || ML || CRM || EX Annova Solutions
🔶 Revolutionizing Pharma with AI Agents 🔶 AI is reshaping the pharmaceutical industry, and the impact is phenomenal! Imagine slashing drug discovery timelines from years to months, enabling truly personalized medicine, and enhancing clinical trials and regulatory compliance – all with AI agents. From speeding up R&D to optimizing supply chains, AI is here to streamline operations, reduce costs, and improve patient care worldwide. As a pharma professional exploring AI, I’m excited to bring these insights to life and drive real value this month. Here’s to transforming healthcare, one algorithm at a time! #AIinPharma #HealthcareInnovation #FutureOfPharma #PIAIC #PharmaTransformation #langgraph #langchain #AIagents #AIHealthcare #HealthCare #LinkedIn #EnterpriseMinds Enterprise Minds, Inc #Explore #Trending #USA #AICompanies #ExploreFeed
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In the ever-evolving landscape of #healthcare innovation, the potential impact of #GenerativeAI cannot be ignored. Quantic alum, Dr. Jumaah I. Goldberg, DPT, VP of Medical and Regulatory Affairs at a cutting-edge AI diagnostics startup, offers insights on AI's potential in the pharmaceutical industry. What are your thoughts on the future of #AI in healthcare? Across all industries, what challenges and opportunities are you seeing for business leaders in integrating new technologies to drive value? #Innovation #MedTech #BusinessStrategy #FutureOfBusiness
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Generative AI is transforming pharmaceutical manufacturing by enhancing decision-making and optimizing processes. 🧠💡 It's not just about automation; it's about making smarter, faster decisions, predicting outcomes, and improving product quality. 🚀⚙️ What's even more exciting is seeing how this technology can be a game changer in times of high demand or critical need, like during health crises. The ability to adapt and make quick, reliable decisions can literally save lives. 🌍❤️ How is generative AI impacting your work? Share your thoughts! 💬 #GenerativeAI #DocumentGeneration #HealthcareInnovation #AIinPharma #FutureOfWork #PharmaIndustry #AITraining #SOPAutomation #PharmaCompliance #AskGxP #PharmaManufacturing
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🔍 Discover the Key to Pharma Innovation! As the pharmaceutical and biopharma industries evolve, staying competitive means adopting cutting-edge solutions. In our upcoming webinar, “Digital Ecosystem for Pharma & Biopharma Industry,” we’ll show you how integrating AI, analytics, and LIMS can revolutionize your value chain. 🎯 What to Expect: Insights into optimizing drug discovery and clinical trials Real-world examples of digital transformation Strategies to enhance operational efficiency and compliance 🗓️ Date: Tuesday, 17th December 2024 ⏰ Time: 11:30am AST 🎙️ Presenter: Tiffany Gabriel, Senior Business Analyst & Technical Sales, LabVantage Solutions Register now and unlock the full potential of your digital ecosystem: https://lnkd.in/ey4tVV8m #LabVantage #LIMS #PharmaWebinar #DigitalTransformation #PharmaInnovation #laboratory #informatics #AI #middleeast #Africa
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Reimagining the relationship between people and technology by driving Digital Innovation For Healthcare & Life Science Businesses
📣 Streamlining Pharmaceutical Drug Development Processes With Machine Learning 📣 A very interesting case study for our Healthcare and Life Sciences team and worth a read. If you’d like any information or would like to discuss in more detail, please feel free to reach out. Endava #Pharma #AI #MachineLearning
As the global leader in off-patent medicines, our client sought digital solutions to improve the efficiency of their drug development processes. Read our case study to discover how we used machine learning to speed up development, testing and manufacturing processes.⤵️
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🔍 Explainable AI (XAI): Shaping the Future of Pharmaceuticals with Transparency and Trust In the fast-evolving world of pharmaceuticals, AI is unlocking groundbreaking possibilities—from accelerating drug discovery to enhancing patient care. Yet, as these advanced models become more complex, they bring challenges around transparency and regulatory compliance. Enter Explainable AI (XAI)—the tool that brings clarity to AI’s decision-making, with techniques like SHAP and LIME transforming intricate algorithms into understandable insights that meet FDA and EMA standards. At PharmEng Technology, we’re committed to bridging the gap between powerful AI and the transparency needed to stay regulatory-ready. By adopting XAI, we help pharmaceutical and healthcare organizations leverage AI responsibly—fostering trust, advancing innovation, and ensuring compliance every step of the way. 🌐 𝐑𝐞𝐚𝐝𝐲 𝐭𝐨 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐀𝐈 𝐢𝐧 𝐏𝐡𝐚𝐫𝐦𝐚? 📩 𝐂𝐨𝐧𝐭𝐚𝐜𝐭 𝐮𝐬 𝐚𝐭 𝐢𝐧𝐟𝐨.𝐚𝐬𝐢𝐚@𝐩𝐡𝐚𝐫𝐦𝐞𝐧𝐠.𝐜𝐨𝐦 𝐨𝐫 𝐬𝐜𝐡𝐞𝐝𝐮𝐥𝐞 𝐚 𝐟𝐫𝐞𝐞 𝐚𝐬𝐬𝐞𝐬𝐬𝐦𝐞𝐧𝐭 𝐚𝐭 https://lnkd.in/gzCy4X95 𝐭𝐨 𝐞𝐱𝐩𝐥𝐨𝐫𝐞 𝐡𝐨𝐰 𝐗𝐀𝐈 𝐜𝐚𝐧 𝐞𝐦𝐩𝐨𝐰𝐞𝐫 𝐲𝐨𝐮𝐫 𝐨𝐫𝐠𝐚𝐧𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝐭𝐨 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐞 𝐰𝐢𝐭𝐡 𝐜𝐨𝐧𝐟𝐢𝐝𝐞𝐧𝐜𝐞 𝐚𝐧𝐝 𝐜𝐥𝐚𝐫𝐢𝐭𝐲. 📖 Discover more about XAI’s role in regulatory compliance, patient safety, and the future of AI-driven medicine 👉 https://lnkd.in/g2MGyHHW #PharmEngTechnology #ExplainableAI #PharmaceuticalInnovation #AIinPharma #RegulatoryCompliance #TransparentAI #HealthcareTech #AICompliance #DrugDiscovery #TrustworthyAI
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7moHere's the link to the paper- https://arxiv.org/pdf/2307.15337