After being fed data of past pneumonia treatments, the software automatically created cohorts of patients who had similar outcomes accompanied by the treatments they received at particular times and in what sequence. The program also calculated the direct variable costs, average lengths of stay, readmission and mortality rates for each of those cohorts, along with the statistical significance of its conclusions. Each group had different comorbidities, such as diabetes, COPD and heart failure, which was factored into the application's calculations. At the push of a button, the application created a care path based on the treatment given to the patients in each cohort.
While California government’s encroachment on local authority is nothing new, cities typically have more than 60 days to respond to legislation. Author of AB 243, Assemblyman Jim Wood who’s bill it was that set the deadline by mistake, has since issued an urgent legislation that is expected to pass the legislature for Governor Brown to sign. However the bill does not replace the March 1 deadline with another. Nonetheless cities around the foothills are taking the matter seriously so as to not fall under any type of State control on the matter.
“That was a major effort, but some of us had been data scientists before we were physicians, and so we parameterized all these calls. The first pneumonia care path was completed in about nine weeks. We’ve turned around and did a second care path, for sepsis, which is much harder, and we’ve done that in two weeks. We’ve finished sepsis and have moved on to total hip and total knee replacements. We have about 18 or 19 care paths that we’re going to be doing over the next 18 months,” he says.
Closer to home, the Irving House and Harding House, in Cambridge, welcome guests to partake as long as they don’t smoke inside or create a ruckus, says owner and manager Rachael Solem. If you prefer homier accommodations, try searching budandbreakfast.com, an Airbnb-style online marketplace where people rent rooms, apartments, and even seaside cottages to those looking for a ganja-oriented getaway.
Of course, inevitably, there was talk around the talk of the hype cycle involving artificial intelligence. One of those engaging in that discussion was Paul Chang, M.D.., a practicing radiologist and medical director of enterprise imaging at the University of Chicago. Dr. Chang gave a presentation on Tuesday about AI. According a report by Michael Walter in Radiology Business, Dr. Chang said, “AI is not new or spooky. It’s been around for decades. So why the hype?” He described computer-aided detection (CAD) as a form of artificial intelligence, one that radiologists have been making use of for years.
Google, Facebook and Twitter all have advertising policies that restrict the promotion of the sale of cannabis. Google’s policy prohibits ads that promote “substances that alter mental state for the purpose of recreation.” Facebook restricts any “illegal, prescription, or recreational drugs.” And Twitter bans “illegal drugs” as well as substances that cause “legal highs.” Instagram and Facebook have decided to go a step further by removing pages of cannabis related businesses.
The AI tools from Ayasdi revealed new, improved care pathways for pneumonia after analyzing thousands of patient records from the hospital and identifying the commonalities between those with the best outcomes. The application uses unsupervised machine learning and supervised prediction to optimally align the sequence and timing of care with the goal of optimizing for patient outcomes, cost, readmissions, mortality rate, provider adherence, and other variables.
Kleiner Perkins partners with the brightest entrepreneurs to turn disruptive ideas into world-changing businesses. With $10 billion raised through 20 venture funds and four growth funds, the firm has invested in over 850 companies including pioneers such as Google, App Dynamics, Amazon, Flexus Biosciences, Nest, Waze, Twitter, JD.com and Square. Kleiner Perkins offers entrepreneurs years of operating experience, puts them at the center of an influential network, and accelerates their companies from success to significance. For more information, visit http://www.kpcb.com and follow us @kpcb.
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Knowing this plant, that’s a female plant from the earth, gives me a way to get back to my center. I’ve also always sought a very active, wondrous, explorative, expansive path to deepening my spiritual growth. I’ve traveled many places solo and I have an incredible, deep meditation practice. I surround myself with a lot of truth, and getting into the flow of the universe.
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Collective Medical builds collaborative care networks. We help disparate stakeholders across the continuum — emergency, inpatient, skilled nursing facilities, mental health stakeholders, and even health plans and ACOs with their care managers – become aware when a patient needs them, particularly those vulnerable members who have figuratively fallen. We then unify their records collectively and help pick that person up.
Collective Medical Technologies (http://www.collectivemedical.com) empowers care teams to improve patient outcomes by closing the communication gaps that undermine patient care through seamless collaboration. With a nationwide network engaged with every national health plan in the country, hundreds of hospitals and health systems and tens of thousands of providers—including hospitals, emergency departments, skilled nursing facilities, primary care providers, mental and behavioral health clinics, and others—Collective Medical’s system-agnostic platform is trusted by healthcare organizations and payers to identify at-risk and complex patients and facilitate actionable collaboration to make better care decisions and improve outcomes. Based in Salt Lake City, Collective Medical is proven to streamline transitions of care, improve coordination across diverse care teams, and reduce unnecessary hospital admissions.

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Our goal now is to invest in the platform and to grow networks. Building network effect-enabled platforms is capital intensive because you need to reach critical density in a given geography to create value for the constituents there. We’ve done a pretty good job of that. We’re live in 17 states, not just with one or two hospitals, but penetrated broadly to 100 percent of acute hospitals. We’ve got a bunch more in the hopper.
While California government’s encroachment on local authority is nothing new, cities typically have more than 60 days to respond to legislation. Author of AB 243, Assemblyman Jim Wood who’s bill it was that set the deadline by mistake, has since issued an urgent legislation that is expected to pass the legislature for Governor Brown to sign. However the bill does not replace the March 1 deadline with another. Nonetheless cities around the foothills are taking the matter seriously so as to not fall under any type of State control on the matter.
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