“Certainly, this is another year where machine learning is absolutely dominating the conversation,” said James Whitfill, M.D., CMO at Innovation Care Partners in Scottsdale, Ariz., on Monday. “In radiology, we continue to be aware of how the hype of machine learning is giving way to the reality; that it’s not a wholesale replacement of physicians. There have already been tremendous advances in, for example, interpreting chest x-rays; some of the work that Stanford’s done. They’ve got algorithms that can diagnose 15 different pathological findings. So there is true material advancement taking place.”
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A recent evaluation of Collective Medical’s impact throughout the state of Oregon, conducted by the Oregon Health Leadership Council, found a promising downward trend in ED visits by patients with history of high ED utilization during a three-year period. As a participant in this evaluation, Kaiser Permanente Northwest initially used Collective Medical’s EDIE application to identify and collaborate on care plans for a group of approximately 363 patients with complex clinical and social challenges who visited the ED more than six times in six months. Over the three years of this program Kaiser has seen a 42 percent reduction in ED visits and a 47 percent reduction in inpatient admissions for those individuals enrolled in this program.
There continues to be growing interest, and also some hype, around AI tools, but Sanders notes that AI and machine learning are simply another tool. “Historically, what we’ve done is that we had an idea of what we wanted to do, conducted a clinical trial and then proved or disproved the hypothesis, based on the data that we collected. We have a tool with AI which can basically show us relationships that we didn’t know even existed and answer questions that we didn’t know to ask. I think it’s going to open up a tremendous pathway in medicine for us to both reduce cost, improve care and really take better care of our patients,” he says, adding, “When you can say that to physicians, they are on board. They respond to the data.”
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The rehabilitation of neck injuries occurs in three phases. During the first phase, called the acute phase, physiatrists treat pain the inflammation. After they make a specific diagnosis and develop a treatment plan, physiatrists may offer treatment options like ultrasound, electrical stimulation, mobilization, medication, ice and even specialized injections.
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