Artificial Intelligence
Cleveland Clinic Chief Analytics Officer Albert Marinez says generative AI holds huge potential, but a lot of challenges can still be solved with machine learning and predictive analytics.
They recognize the promises of faster diagnosis and easier access to treatment and cost info, says Mark Polyak, president of analytics at Ipsos. While they're comfortable with AI for administrative tasks, they're wary of clinical applications.
"It's a disruptive technology, and we're all trying to figure it out," says Dayton VA Medical Center HTM Service Chief Zachary Arose. He discusses research applications, imaging innovations and operational efficiencies.
John Meiners, chief of mission-aligned businesses and healthcare solutions for the AHA, says it has "transformative capability" to improve knowledge and insights for cardiology research and clinical guidelines.
Dr. Gerald Lip of the U.K.'s NHS Grampian says that using AI algorithms has allowed a shrinking pool of radiologists to work more efficiently and provide test results in three days, instead of two weeks.
Large language models are "enabling a new level of patient empowerment" by helping people understand clinical notes, navigate insurance claims and much more, says Dr. Chethan Sarabu, AI and informatics strategist at OpenNotes.
What does the next year in AI and genAI look like? How can and must AI help with the clinician shortage? Is fearmongering detrimental to AI's future? Greg Miller, vice president of business development at Carta Healthcare, has the answers.
At the VA, automation is helping innovate troubleshooting, maintenance other med device management tasks, says Christopher Ahn, biomedical engineer supervisor at the U.S. Department of Veterans Affairs in Dayton, Ohio.
The Coalition for Health AI is helping chart the way forward with its draft framework for responsible deployments and other critical guidance. CHAI's cofounder Dr. Brian Anderson talks model integrity, assurance labs, alignment and more.
That's models that work and are clinically useful, says Dr. Lukasz Kowalczyk, a physician at Colorado's Peak Gastroenterology Associates, who describes the need to strategically deploy AI across the enterprise.
