How machine learning is saving lives while saving hospitals money
When most people leave the hospital after a lengthy stay, they probably assume they won’t be coming back again soon to deal with the same problem. Unfortunately, that’s often just wishful thinking. In fact, re-admissions — sometimes within just a couple weeks — are such a big problem that the Affordable Care Act (aka Obamacare) includes measures to address the problem.
Put simply, the law provides financial incentives for hospitals to improve readmission rates and financial sticks with which to punish hospitals where the problem persists. Improve the problem, get more funding. Keep readmitting patients within short windows after discharge, don’t get paid for treatment. The latter scenario is bad for patients and bad for hospitals.
According to studies, about a quarter of Medicare patients treated for heart failure are readmitted within 30 days, and heart-failure re-admissions alone cost Medicare about $15 billion a year. Predictions about how many of those are preventable…
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