'Mr. Watson-Come Here' A New Way to Share Data.
نویسنده
چکیده
Human behavior is a mystery. Sometimes we don’t even know ourselves why we do things. But IBM’s Watson Health thinks it can put its big-brain cognitive thinking cap on and figure us out, as revealed in the data fingerprints we leave behind when we enter the health care labyrinth. IBM Watson Health has been growing fast, as parent IBM patches new health care analytics companies into the entity it created about a year ago. The company’s $2.6 billion purchase of Truven Analytics is a recent example. The result: a company with ginormous data sets (health information on 300 million Americans) and sophisticated algorithms. CVS Health, venturing far beyond its just-a-pharmacy roots, has partnered with IBM Watson Health (named for IBM’s founder, not Bell’s assistant) to tackle adherence woes and improve the sharing of information between its pharmacists and physicians. The problems with adherence start right after a patient walks out of the doctor’s office. Prescription in hand, he shoves it into his pocket, where it may never be seen again. One in five prescriptions don’t get filled to begin with, says William Shrank, MD, chief scientific officer for CVS Health. Even when the bottle is sitting on a counter at home, many more people don’t open it. Shrank talks about a recent study of Aetna members who had just had a heart attack and were offered their medications for free. They still took their medications only half the time. People don’t take their medications for any number of reasons. Maybe they’re expensive, have annoying side effects, come in a bottle with a label that the person can’t read, or are prescribed for a reason that was never explained. Or some people may feel fine and just don’t believe they really need the medication. Such an array of rationalizations and excuses requires a personalized response. “We need to create a wide menu of interventions and target them to the right person,” Shrank told an audience at the annual meeting of the Health Information and Management Systems Society (HIMSS) in March. Some of that targeting involves getting into the heads of individuals and finding the best way to reach them. Other times it’s really not that complicated. For instance, CVS has already gained better medication adherence by understanding the common problem of too many medicine bottles. Expecting older or frail patients to keep track of multiple doses of multiple drugs each day is a formula for nonadherence and medication mistakes. CVS started packaging all of a patient’s drugs together, so all of the morning doses are in one container, as are those for the rest of the day. The IBM–CVS partnership is using cognitive computing to turbocharge and refine population health. They’re using the data and Watson’s ability to learn, not just compute, so that it may be foreseen when, for instance, a person with cognitive impairment and heart failure is heading downhill and needs an intervention. “We’re already making great progress in our ability to anticipate who is going to have a decline [in health],” said Shrank at the HIMSS meeting. “If you can start identifying those folks with reasonable precision you can intervene early and in a cost-effective way.”
منابع مشابه
Comparing various attributes of prolactin hormones in different species: application of bioinformatics tools
Prolactin is mainly secreted by the anterior pituitary and is able to stimulate mammary gland development and lactation in mammalians. Although prolactins share a common ancestral gene encoding, they show species specific characteristics and their efficiency may be different in various mammals. The importance of protein structures of all sequences of this hormone have been studied by various bi...
متن کاملبدیلی برای اف.آر.بی.آر؟
Purpose: The aim of this article is to propose an alternate for F.R. B.R. Methodology: The methodology is based on library investigation and Web searching. Findings: In this article every bibliographical entity is studied from eight approaches: the first is ontological one which deals with three equal - valued elements with which the entity comes into being. They are author (corporate body), ...
متن کاملA New Model for Transportation Problem with Qualitative Data
In today’s highly competitive market, the pressure on organizations to find a better way to create and deliver value to customers is mounting. The decision involves many quantitative and qualitative factors that may be conflicting in nature. Here, we present a new model for transportation problem with consideration of quantitative and qualitative data. In the model, we quantify the qua...
متن کاملA New Goodness-of-Fit Test for a Distribution by the Empirical Characteristic Function
Extended Abstract. Suppose n i.i.d. observations, X1, …, Xn, are available from the unknown distribution F(.), goodness-of-fit tests refer to tests such as H0 : F(x) = F0(x) against H1 : F(x) $neq$ F0(x). Some nonparametric tests such as the Kolmogorov--Smirnov test, the Cramer-Von Mises test, the Anderson-Darling test and the Watson test have been suggested by comparing empirical ...
متن کاملA multidimensional magnetic resonance histology atlas of the Wistar rat brain
We have produced a multidimensional atlas of the adult Wistar rat brain based on magnetic resonance histology (MRH). This MR atlas has been carefully aligned with the widely used Paxinos-Watson atlas based on optical sections to allow comparisons between histochemical and immuno-marker data, and the use of the Paxinos-Watson abbreviation set. Our MR atlas attempts to make a seamless connection ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Managed care
دوره 25 4 شماره
صفحات -
تاریخ انتشار 2016