Mercy Medical Center Lowers Rates of Readmissions by More Than 20% Using Jvion’s Cognitive Machine

(Atlanta, GA) Mercy Medical Center in Canton, Ohio has lowered rates of all-cause readmissions by more that 20 percent through the application of Jvion’s Cognitive Machine solution. As one of the preeminent providers leading the industry in Artificial Intelligence (AI) adoption, this 476-bed facility is effectively leveraging Jvion’s technology to enhance quality improvement efforts and care quality.

Founded as a Catholic healthcare organization focused on “providing quality, compassionate, accessible and affordable care,” the integration of Jvion’s leading AI into Mercy Medical Center’s technology landscape illustrates the provider’s continued commitment to using the latest innovation to advance patient health.

“Over the last 18 months, we have seen a sustained 20 percent drop in readmission rates,” said Paul Hiltz, Chief Executive Officer at Mercy Medical Center. “This drop and the improvements in quality that we have realized are attributed to the implementation of Jvion’s Cognitive Machine and the commitment of our staff to continually improve the patient care experience.”

Incorporating the AI capabilities delivered by Jvion is part of an overarching strategy within Mercy Medical Center to optimize care, lower rates of avoidable events, and ensure the highest levels of quality. Jvion Cognitive Machine outputs are integrated directly into Mercy Medical Center’s EHR and current clinical workflow. Bedside nurses and care coordinators access patient-specific insights on the risk of a readmission, the factors driving that risk, and the interventions that will have the greatest impact on reducing the likelihood that a patient will return to the hospital. These insights are actioned and documented by care givers, who use the Cognitive Machine’s insights to develop individualized care and discharge plans.

“Empowering our nurses with the information they need to better focus and coordinate efforts helps improve care quality and the satisfaction of our nursing staff,” said Barbara Yingling, RN, Chief Nursing Officer for Mercy Medical Center. “The implementation of Jvion’s Cognitive Machine is contributing to enhanced communication across our teams while focusing the right care to the right patients at the right time.”

“The Jvion machine is helping Mercy Medical Center improve the health of the people and communities we serve while delivering an AI asset that will support our organization today and into the future,” said Hiltz. “We have realized more than $4M in avoided costs because of the actions taken by our care givers to lower readmission rates. That is money that we can reinvest in our communities and our hospital to further improve care.”

Building on the success realized with all-cause readmissions, Mercy Medical Center plans to expand the application of the Cognitive Machine to other areas of need. These include driving down rates of no-show appointment within their ambulatory clinics, reducing rates of avoidable admissions, further optimizing patient discharge, and driving preventative care for Mercy Medical Center’s employees.

About Jvion

Jvion delivers healthcare’s only Cognitive Clinical Success Machine. Using Eigen-based technology, the machine does what simple predictive analytics or machine learning models cannot. It goes beyond high-risk patient populations to identify those on a trajectory to becoming high risk. It determines the interventions that will more effectively reduce risk and enable clinical action. And it accelerates time to value by leveraging established Eigen Spheres to drive intelligence across hospitals, populations, and patients. Stop being predictive. Start being cognitive.

About Mercy Medical Center

Mercy Medical Center, a ministry of the Sisters of Charity Health System, operates a 476-bed hospital serving Stark, Carroll, Wayne, Holmes and Tuscarawas Counties and parts of Southeastern Ohio. It has 620 members on its Medical Staff and employs 2,500 people. Mercy operates outpatient health centers in Alliance, Carroll County, Jackson Township, Lake Township, Louisville, Massillon, North Canton, Plain Township and Tuscarawas County. A Catholic hospital, Mercy Medical Center upholds the mission and philosophy of the Sisters of Charity of St. Augustine and continues to be responsive to the needs of the community. For more information, see

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