Chrysanthi Dori, MS, MBA

Interesting piece by #JAMA on the FDA's perspective on #AI in healthcare and biomedicine. It highlights how AI presents challenges but also great opportunities to impact health outcomes. The opportunities are immense as it relates to improving clinical research, drug discovery, drug development, clinical trial support, post-marketing surveillance, etc. What is essential however is the need to have optimized tools, regulation and established frameworks to ensure that AI models are safe and effective across diverse settings. This is an exciting time for ongoing AI innovation!

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Healthcare needs to tackle challenges with #dataintegrity before ramping up #GenAI initiatives. At the end of the day, there’s been a hype cycle around AI in Healthcare, but what has driven results are three things: putting the patient at the center, focusing on the quality of care, and coordination of care. The solutions that focus on these will survive the test of time. Verato is powering Snowflake customers to put #identity #datamanagement at the center of the Healthcare Data Platform. We are also working with Google Cloud to implement comprehensive #Identity #MDM and AI-based #SmartSteward capabilities with #Vertex and #gemini for our customers. Last month, I spoke to Patient Safety And Quality to discuss how to adopt AI inside healthcare. We are blessed to have Healthcare data management leaders at #Verato like Clay Ritchey Joaquim Neto Jason Bihun Andy Dé Jon Case plus 100+ Enterprise Customers to make a real difference with #Data and #AI strategy in Healthcare. Please let me know your thoughts on how your organization is planning to use AI for the use cases that drive immediate ROI in the thread below. #ArtificialIntelligence #AI #GenAI #Analytics #MDM #IdentityDataManagement #Verato #ReferentialMatching #MachineLearning

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Oracle Health announced plans to launch a next-generation EHR platform in 2025, incorporating advanced cloud and AI capabilities. This new EHR will feature Oracle's clinical AI agent, voice-activated navigation, and Health Data Intelligence, which integrates patient data from over 300 sources to enhance clinical workflows and improve patient outcomes. The platform aims to replace traditional EHRs, which often dictate rigid workflows, with a more dynamic system that allows for personalized care plans. Oracle Health emphasizes that the new EHR is a complete reinvention rather than an upgrade of the previous Cerner system. Additionally, Oracle plans to become a Qualified Health Information Network to facilitate standardized data sharing across the healthcare ecosystem. Executives at Oracle also unveiled new cloud applications to improve patient management and streamline front-office operations, reinforcing the company's commitment to enhancing healthcare accessibility and data utility while addressing interoperability challenges in the industry.

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I often say our industry is data rich, information poor, and insights anemic. If you are a healthcare leader who is working to improve this in your organization I encourage you to sign up for our Webinar linked below to learn how Aerial can help. Also, feel free to message me on LinkedIn if you want to set up a direct discussion. #medecision #dataplatform #insightsrich

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My colleague Rafa Arranz ❄️ shows how to talk to your clinical data safely, securely, and without hallucinations using Snowflake Cortex Analyst. I'll always have a spot in my heart for data visualizations, but directly asking for insights from vast data is where the world is today thanks to ChatGPT. #Snowflake #AIDataCloud #snowflakeCortex #healthcare #healthdata #healthtech

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Here is a summary of my presentation to HDRN Canada on synthetic health data (generation, evaluation, and use)

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Has the increased use of digital patient-facing technologies led to "digital toxicity" for patients navigating their care? The authors of a recent article in Journal of Clinical Oncology Clinical Cancer Informatics suggest it might. They highlight the risks associated with digital toxicity when patients utilize electronic patient-reported outcomes (ePRO) assessment and monitoring tools. This underscores the importance of prioritizing the patient experience to ensure that technology enhances care coordination without adding to the patient's burden. What are your thoughts on this perspective? Read more: https://lnkd.in/gYAgFr28

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We're entering an era where technology isn't just supporting healthcare. These innovations are fundamentally transforming how life sciences companies engage with HCPs and ultimately improve patient outcomes - the journey from enriched AI-driven data insights driving precision HCP engagement to GenAI enabling hyper-personalized content creation, assembly and delivery at scale has never been more promising!.  The 'next-best-engagement' framework: the right content delivered to the right audience in the right channel at the right time with the right frequency.  #AWS #AI #Martech #DigitalTransformation

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Argonaut's 2024 "FHIR Write" initiative launches today, focused on continuous glucose monitoring! We're streamlining standards-based integration of CGM data into EHRs to support collaborative diabetes management. Huge thanks to Redox, Rimidi, Rhapsody, Sensotrend, and Tidepool for helping me and Brett Marquard come up to speed ahead of the project launch. I also want to share my personal pre-launch exploration to learn about CGM: 1. Got a CGM prescription and began tracking my blood sugar. 2. Mapped my CGM readings to FHIR Observation and Device resources. 3. Calculated key metrics like "time in range" as FHIR Observations 4. Created a visualization PDF based on the Ambulatory Glucose Profile, and wrapped this in a FHIR DiagnosticReport 5. Published same visualization as an interactive web view 6. Packaged all this up in a SMART Health Link for secure, structured data sharing + built-in visualization This SMART Health Link represents my past 120 days of glucose history, updated automatically and covering all core data elements described in the Diabetes Technology Society (DTS)'s iCoDE data set: ** Josh's glucose SHLink: https://lnkd.in/g2TQb5tN ** Anyone with the SHLink can access the structured FHIR resources behind the visualization. In fact, the viewer itself is a SHLink client that knows how to render the data it finds. For a behind-the-scenes tour of the data set, see https://lnkd.in/gYpGuGEQ This proof of concept shows how FHIR can streamline CGM data flows. It can give clinicians structured data for analysis AND summary reports for record-keeping. I should note that this consumer-mediated direction is not necessarily the approach we'll focus on in this year's Argonaut project -- but it has been a great learning exercise for me. Check out the project and code: https://lnkd.in/gY2nwv2h #healthcare #diabetes #data #FHIR #ArgonautProject A final thought: Even with an "all green" glucose report, there's still much to learn from analyzing specific responses like post-meal glucose spikes. Right now, such subtle signals may be outside the standard clinical focus, but it highlights the wealth of potential insights hidden within raw data.

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Ameena Elahi - MPA, RT(R), CIIP provides valuable insights into how a major health system - Penn Medicine, University of Pennsylvania Health System - drives AI adoption and manages vendor selection. Key takeaway: it is a team effort to bring AI to life. The clinical champion is important but the process and validation is what enables a system to have confidence. This involves IT and security, as well. Thank you #radequal for hosting this exciting panel on AI in the Real World. Geraldine McGinty MD, MBA, FACR Nina Kottler, MD, MS, FSIIM Judy Gichoya Intelerad Kate Wise Jordan Conner Jordan Bazinsky

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"One of today's most important and widely used healthcare technologies, the EHR has not lived up to its promise." Built on #OCI, learn how Oracle Health is reinventing the EHR for the next generation of care delivery. https://lnkd.in/ebf-SnTn

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🔷 We know that there are multiple barriers that can limit timely patient access to cell therapies and other advanced therapies. ❓What if we could reduce the time from diagnosis to treatment from months to days? Learn how Genoplex.ai is transforming how healthcare organizations connect patients to advanced therapies 🧬 using AI to streamline the referral and patient intake process and reduce provider administrative burden. See the Advanced Therapy Connect AI Copilot in action. Join us for a live product demo on December 6th. ➡️ Register in advance here: https://lnkd.in/gwBqDt39 #healthinnovation #futureofhealth #AI #healthtech #advancedtherapies #advancedtherapiesconnect

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Please join us tomorrow, April 24, for "AI in Action." During this online event, we'll feature several sessions and demos focused on making #AI practical. I'm particularly excited about our breakout session: "The Power of Generative AI in Healthcare Processes." We need #Health answers faster to ensure improved outcomes and to lower costs. In this session, EXL experts will discuss how our #GenerativeAI copilot helps clinical teams get a faster go-ahead on complex care decisions. We need #Health answers faster to ensure improved outcomes and to lower costs. You can register for the event here: https://lnkd.in/ekK29iwW

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People ask me how AI will impact healthcare. I think one of the best use cases is to identify patients that aren't getting the standard of care. There are many reasons why but often the solutions are simple, like ensure a follow-up procedure occurs or create awareness to a recently updated standard of care. We have been working with TriHealth and Karen Huelsman, MS, LGC to use AI and technology to help close these gaps in care. Come learn how. Tempus AI

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In healthcare, data alone doesn’t mean much. The real magic happens when we turn that raw data into "actionable insights"—and that’s where the real impact on patient care begins. At NirogGyan | Smart Health Reports & AI, I’ve personally seen how converting complex lab data into simple, meaningful insights can completely change how patients and doctors interact. It’s not just about presenting results—it’s about giving people the power to understand their health and take action. Whether it’s catching early warning signs or fine-tuning treatment, those insights are what drive proactive healthcare. Data is just the start. What we do with it is what truly makes a difference. #HealthData #PatientCare #ActionableInsights #NirogGyan #HealthTech

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Efforts to lower costs through pricing structure reform and expanded insurance access are important, but incomplete. They fail to address a critical question: why are so many people sick in the first place? Simply put, the current healthcare model needs a reboot. Read on to learn more about how #technology can carry us into a more preventative healthcare system. #wellness #prevention

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#Largelanguagemodels offer both opportunities and challenges in the medical setting. They have the potential to unlock insights within the healthcare landscape, particularly in #RWE; however, appropriate #regulation and human oversight of their use is essential. In this interview, Lori Klein, PharmD, Partner, Medical & Scientific Affairs Practice Lead (Putnam, Boston, US), discusses the current applications of #LLMs in healthcare, strategies for optimization, and the potential future landscape of this rapidly evolving field, a topic she recently presented at the World Evidence, Pricing and Access Congress 2024. Read at The Evidence Base® #heor #healtheconomics #outcomesresearch #rwd #realworldevidence #realworlddata #marketaccess #pharma #biopharma #medicalaffairs #regulation #regulatoryaffairs #healthdata #AI #artificialintelligence

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Exciting advancements in real-time clinical data exchange are reshaping payer operations, paving the way for enhanced collaboration, efficiency, and better patient outcomes. Our latest blog on clinical data exchange highlights how we're innovating and streamlining data sharing - empowering providers to make more informed decisions at the point of care. From improving quality measures to accelerating care gap closures, real-time data exchange is unlocking new potential in healthcare. Check out the article to learn how these improvements are driving meaningful change in the industry! Read the blog here: https://lnkd.in/euWvFa4x #healthcareinnovation #clinicaldata #payeroperations #healthIT #Veradigm #dataexchange

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