Truveta’s Post

Our Co-founder and CTO Jay Nanduri's latest article in his series on Truveta's AI approach focuses on how we ensure that the AI technologies used in Truveta Studio have the requisite accuracy and explainability, while also assuring fairness and avoidance of bias. Read the full article here: https://tr.vet/3XEu8p0 And catch up on his other posts in this series: 🪨 Generating data gravity: https://tr.vet/4cJUJWd 🛣️ Truveta's journey applying generative AI to advance healthcare: https://tr.vet/3RMtEJK #HealthData #HealthAI #HealthInnovation #AI #GenerativeAI #LargeLanguageModel #LLM #AIBias #BiasAvoidance #HealthcareAI #HealthcareInnovation #HealthTech #HealthcareTech #MedicalTechnology #MedTech #MedicalAI #MedicalInnovation #MedicalData #HealthcareData #DigitalTransformance

Check out 'The Future of Healthcare: Locked in AI' by Quinn Cosgrave. This insightful blog discusses the critical juncture at which the healthcare industry stands in 2024: embracing AI or risking falling behind. Highlighting the transformative potential of AI in enhancing diagnostic accuracy, patient care, and operational efficiency, it emphasizes the importance of data quality and governance for successful integration. Quinn analysis suggests that the strategic implementation of AI could not only revolutionize patient outcomes but also set new benchmarks for the industry. This piece is an essential read: https://lnkd.in/dbksAJiS

"Healthcare organizations must understand that generative AI will be only as good as the data it has been trained/fine-tuned upon. If the data is not prepared well or carries any kind of biases, the outcomes of the models will also reflect those problems. This means organizations should first prepare the data in the best way possible." Really important callout, and one that makes having a solid enterprise data platform an imperative. https://ow.ly/6cgU50S7ks1

Our Co-founder & CTO Jay Nanduri has been busy reflecting on Truveta's AI journey. Here, he outlines six challenges we're facing - including scaling our AI models for growth, ensuring privacy and compliance, and delivering accuracy - and the solutions we're building to tackle them: https://tr.vet/44cKd6y #AI #LargeLanguageModel #LLM #MachineLearning #ArtificialIntelligence #Innovation #HealthcareAI #HealthAI #HealthInnovation #HealthcareInnovation #HealthTech #HealthData #MedTech #HealthcareTech #HealthcareData #BigData #GenerativeAI #AIModel

This article from Healthcare IT News emphasizes the critical role of healthy datasets in driving successful AI initiatives within healthcare. It highlights the rapid integration of AI in healthcare and the challenges faced by organizations due to data readiness issues. Richard Cramer, a chief strategist at Informatica, points out that while many health systems are prepared for AI adoption, their data quality often lags behind. Trustworthy data, characterized by transparency and fitness for purpose, is identified as a fundamental requirement for AI and machine learning projects. The discussion underscores the importance of understanding data sources and ensuring data quality to maximize the effectiveness of AI applications in healthcare. The article goes on to stress that while data doesn't need to be flawless, awareness of its imperfections is crucial to avoid compromising outcomes. https://lnkd.in/eT-w68fy #healthcare #healthcareai #healthcareit #healthcaredata #bigdata #ehr

We are all looking for ways to recognize savings and efficiency. According to the National Bureau of Economic Research, a wider adoption of AI could lead to potential cost savings of $200B - $360B annually in US healthcare spending (or 5% to 10% of the total costs) within the next five years. What are you waiting for? Check out this white paper to learn how to use data to achieve your goals: https://lnkd.in/dZFUpEss #data #AI #EXL

Dive into the world of sustainable #AI governance with UNC Health's latest insights 🌍💡. Discover the keys to strategic alignment, collaborative innovation, and overcoming challenges in AI adoption. Explore their strategies for responsible AI frameworks. #AI #HealthcareInnovation #DigitalTransformation #Governance #SustainableAI https://lnkd.in/eSuPZxY7

How can large language models (LLMs) transform healthcare delivery? Move beyond the current excitement and explore the transformative potential of AI and LLMs in healthcare IT systems.  Our blog explains how this innovative technology is changing healthcare data management, personalized care delivery and democratizing healthcare with efficiency and equity. Keep reading to discover AI's impact on the future of healthcare. Let's shape the future together, as always! https://lnkd.in/d7y3FGXu #Tiga #HealthcareIT #PharmaIT #Blog #AI #LLM 

Deciphering the tech side of healthcare can be daunting, especially as the industry transitions into the digital age. With the rise of generative AI, there's potential for significant transformation. Considering hiring a healthcare consultant can provide invaluable guidance in navigating this transition. Healthcare providers need to start exploring AI now, with a clear governance structure and defined metrics to track success. It's time to prioritize responsible pilots and embrace the possibilities of generative AI. #HealthcareTech #AIInHealthcare

🚀 Navigating the Generative AI Revolution in Healthcare 🚀 As the healthcare industry buzzes with the potential of generative AI, providers are at a crossroads on how best to integrate this groundbreaking technology. A recent piece from MedCity News delves into the critical considerations and strategies for healthcare organizations amidst the generative AI frenzy. Key Takeaways: -Understanding the transformative potential of generative AI for patient care and operational efficiency. -Evaluating ethical considerations and ensuring patient data privacy and security. -Developing a roadmap for adoption that aligns with clinical goals and patient needs. This is a pivotal moment for healthcare providers to not only embrace innovation but to do so thoughtfully and strategically, ensuring the highest standards of care and trust are maintained. 🔗 Dive deeper into the article for insights on approaching generative AI in healthcare. https://loom.ly/w6K4Zsk #GenerativeAI #HealthcareInnovation #DigitalTransformation #PatientCare