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Inequities that already exist in the healthcare system, and may be amplified by LLMs, could be addressed through the proving ground of artificial intelligence assurance labs, according to Brigham Hyde, CEO of Atropos Health.

In the year ahead, a new president and new policies won't be the only changes in store as artificial intelligence, cybersecurity, virtual care, digital therapeutics, reimbursement and more continue to evolve.

Because we're still in the early days of artificial intelligence transforming the patient care environment, it's imperative to watch its impacts closely, says Oriana Beaudet, VP of nursing innovation at the American Nurses Association.

Mark Polyak, president of analytics at IPSOS, and Dr. Lukasz Kowalczyk, a gastroenterolgy physician, offer a data-driven discussion about how patients feel about artificial intelligence, and how they want it used in their care.

Dr. Kathy Ku is vice president at Vive Collective, a venture capital firm focused on digital health. Kathy is an entrepreneur, an engineer and a former consultant. She holds an MD/MBA from Stanford, where she was a recipient of the Paul and Daisy Soros Fellowship, and an AB/SM from Harvard, where she studied engineering sciences and molecular and cellular biology.

In discussing social determinants of health data utilization, Dr. Hilary Hatch, chief clinical officer at Phreesia, describes how analytics and patient engagement tools are streamlining workflows and helping providers respond to more patients in need.

From EHR optimization to AI-enabled CDS, big advancements are happening with biomedical informatics. Chris Harle, researcher at Regenstrief Institute and professor at Indiana University, discusses data science, provider experience, patient safety and more.

The health system said the partnership with Amazon One Medical will bring new primary care offices to the Cleveland region to improve the patient experience at every touchpoint.

The coalition's new draft certification frameworks, which could be finalized in six months after more stakeholder feedback, offer a way forward for artificial intelligence assurance labs and basic model transparency.

That's the view of a tech CEO who discusses problems with the patient experience and what may happen if hospitals and health systems embrace digital tools on the patient-facing side.