Quality and Safety
The agency seeks to draw on outside expertise to "ensure we appropriately apply our regulatory authority in a way that protects patient health while continuing to support innovation," says the director of its Center for Devices and Radiological Health.
Success Stories & ROI
The technology also helps care teams to standardize patient education and care pathways, while more consistently collecting patient-reported outcomes and other data across its spine, joint and sports medicine service lines, says its orthopedic surgery chief.
The risk management and certification group says the program, touted as the first of its kind, aims to offer a CSF-based strategy to deploy trustworthy models.
Success Stories & ROI
The initiative also provides savings in the form of signing bonuses the hospital would have had to pay out for new staff. And it saved $7 million on travel nurses. Further, nurse satisfaction has improved significantly, its chief digital officer says.
"We can identify things earlier compared to when a human would see it," said Gil Margolin, CTP with Talkspace, which uses linguistic regression to analyze de-identified behavioral health messages and alert providers to patients at risk for self-harm.
Carol Ann Hudson of health system Lifepoint Health and AdvantagePoint ACOs offers some of her experiences as a woman executive in healthcare (and the space program) and dives deep into the new Electronic Clinical Quality Measures.
Several years in the making, involving nearly 30,000 caregivers and more than 6,000 support personnel, the massive effort will help the health system streamline care through a unified patient record, says its CIO Robert Eardley.
Real-world examples from Premier Inc. showcase how machine learning and natural language processing are helping providers use structured and unstructured data to drive more efficient operations, innovate care delivery and improve patient experience.
Dr. Aalpen Patel – who holds a position that's still rare among provider organizations – discusses the need to educate the healthcare workforce in AI, and describes how the health system is applying algorithms across radiology, pop health management and other clinical use cases.