Workflow
Albert Marinez, chief analytics officer at Cleveland Clinic, discusses how genAI is an order of magnitude higher than traditional strategies and how a lot of problems can be solved with traditional machine learning and predictive analytics.
Mark Polyak, president of analytics at Ipsos, says patients are comfortable with AI for administrative tasks and the promise of faster diagnosis, but it becomes an issue when human involvement is taken away and AI is asked to think on its own.
Zachary Arose, healthcare technology management chief at the Dayton VA Medical Center, says the VA has integrated an AI algorithm for early detection of lung nodules. AI is also adding administrative and bureaucratic efficiencies.
Over the next year health system IT leaders can expect real and pragmatic applications of AI beyond the experimentation mode into real projects with real value, says Greg Miller, vice president of business development at Carta Healthcare.
Dr. Brian Anderson, cofounder and CEO of CHAI, talks about assurance principles and overlaying an AI model's life cycle so that software developers and other stakeholders can consider best practices when deploying AI within healthcare workflows.
Dr. Lukasz Kowalczyk, a physician at Colorado-based Peak Gastroenterology Associates, discusses the need for a multidisciplinary strategy for AI adoption - and building a clinically valuable algorithm while ensuring ethical use.
Rob Havasy, senior director of the thought advisory group at HIMSS, relays how AI technology is maturing, including people's understanding of the technology and the processes organizations are putting in place to overcome past shortcomings.
Dr. Eve Cunningham, chief of virtual care and digital health at Providence, discusses clinician response to AI, promoting education and engagement within the healthcare workforce and how AI can help providers stay current on patient care.
Organizations need to ask how they can secure their use of AI technologies, use AI to secure the organization better and defend against AI-driven attacks, says Dave Heaney, chief information security officer at Mass General Brigham.
Dr Alexander Ryu, vice chair of Innovation and AI at Mayo Clinic, reveals best practices in planning and integrating AI into clinical practice.