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Making Value-based Care Work A look ahead with predictive analytics The healthcare industry is one of the fastest growing industries in the world, having a direct impact on a patient’s quality of life. Global healthcare systems are struggling to manage and treat chronic diseases associated with an aging population. Diabetes, chronic heart disease, cancer and Alzheimer’s are just some of the illnesses placing a strain on financial resources of both the private and public health sectors, creating added stress and having a detrimental effect on patient outcomes. As pressure mounts, an increasing number of healthcare service providers are looking for innovative, cost-effective methods to deliver technology-centric services. Predic-
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tive analytics is standing out as a solution of choice. According to Grand View Research Inc., the global healthcare analytics market is forecast to reach $53 billion worldwide by 2025. Driven by the need to achieve costeffective solutions and adapt to a population with a longer life expectancy, predictive analytics promises to use data and machine learning algorithms to deliver efficient and accurate personalized care. Several key factors are contributing to a transformation within healthcare. The digitalization of healthcare has resulted in the creation of an enormous amount of new data, which is transmitted to
healthcare service providers on a daily basis. These massive quantities of “big data” have the potential to support a wide range of medical and healthcare functions, including clinical decision-making, disease monitoring and health management. As “value-based care” has emerged, focusing on healthcare quality over quantity, predictive analytics is already playing a substantial role. Predictive analytics examines historical data in order to predict future outcomes. These analytics have come a long way from their initial introduction to the healthcare system. Today’s AI systems are highly im-
proved, predicting likely patterns by merging technology with statistical methods and machine learning algorithms. The ability to predict such patterns provides invaluable support to physicians during the decisionmaking process, thus improving the accuracy and speed of diagnoses. How predictive analytics changes healthcare? Shifting from volume-based healthcare to value-based healthcare is almost impossible to achieve without the use of predictive analytics, which requires data warehousing and integration from all available sources. Once (CONTINUED ON PAGE 4)
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A Third-generation Surgeon Looks to the Future Matthew Johnston, MD continues the family tradition of leadership Somewhere in the home of Matthew A. Johnston, MD, is a photograph taken in an operating room of Orlando Regional Medical Center more than 30 years ago. You would be forgiven if you looked at Dr. Johnston and thought there is something familiar about the doctors and nurses in that picture. Not just familiar, but familial. In the photograph, Johnston’s grandfather is the lead surgeon, his father is the intern, his uncle, who is also a surgeon is there, and one of the nurses is his aunt. His mother, also a nurse, is in the room, too, although she is behind the photographer. “I grew up in medicine,” Johnston said.
“I guess you could call it the family business. Almost everybody in my family is in medicine in one way or another. Besides my grandfather, father and uncle, who were all surgeons, my grandmother was a nurse, my mother a nurse, and my aunts were nurses.” ORMC is not only the same hospital where his grandfather and father were both thoracic surgeons, it is the place where Matthew was born, and where nurses and staff still remember him as a boy coming to see his father or to tag along on weekend rounds. With a family full of medical professionals, family gatherings and holiday dinners were a little different from non-medical families. “I
“My dad always told me that a good surgeon knows when to operate, and a great surgeon knows when not to operate.” remember lots of conversations about various cases, new diagnostic modalities, and things going on at the hospital,” he said. “I was attracted to a career in medicine in part because I got to see the impact that medicine had on people’s lives and the community.” Today, Johnston is a fellowship-trained thoracic surgeon at Orlando Health UF Health Cancer Center. Thoracic surgery involves the organs inside the chest. He is certified in lapa(CONTINUED ON PAGE 4)
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