The woes of the retail industry are well known, and are usually blamed on the impact of the Internet. Credit Suisse projects that 8,600 brick-and-mortar stores will close in 2017, which would beat the record set in 2008, at the height of the last recession. There are "zombie malls," full of empty stores but not yet shuttered. And then there's health care, where the retail business is booming. In a recent Wall Street Journal article, Christopher Mims set forth Three Hard Lessons the Internet is Teaching Traditional Stores. The lessons are: Data is King, Personalization + Automation = Profits, Legacy Tech Won't Cut It.
artificial intelligence (AI)
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Can Startups Save the NHS?
A near-sacred institution, the NHS has spent little time out of the public psyche since its inception in 1948. Today, far from being a celebrated feat of public welfare, each day brings a barrage of stories of closing hospital A&Es, cuts in funding, huge debts and an ageing population. Faced by a heavy funding deficit, demands vastly different to when the service was conceived, and shifts in politics and ideology, many believe the NHS is itself strapped to a life support machine...
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Change Healthcare Introduces Enterprise Blockchain for Healthcare
Change Healthcare today announced the launch of the first blockchain solution for enterprise-scale use in healthcare, enabling payers and providers to boost revenue cycle efficiency, improve real-time analytics, cut costs, and create innovative new services. As one of the largest independent healthcare IT companies in the United States, Change Healthcare services customers across the continuum of care, using its Intelligent Healthcare Network™ to process 12 billion healthcare-related transactions covering over $2.0 trillion in claims annually...
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Christine Doig on Data Science as a Team Discipline
Data science is about the design and development of solutions to extract insights from data (structured and unstructured) using machine learning and predictive analytics techniques and tools. Data Science as a discipline and Data Scientist as a role have been getting lots of attention in the recent years to solve real world problems with solutions ranging from fraud detection to recommendation engines. Christine Doig, Senior Data Scientist at Continuum Analytics, spoke at this year’s OSCON Conference about data science as a team discipline and how to navigate the data science Python ecosystem.
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Clicks-and-Mortar: Health Care's Future
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ClinGenuity Uses Artificial Intelligence Redaction Tool To Keep Big Pharma Compliant
ClinGenuity, the Cincinnati medical writing company with the pharmaceutical industry's first and only artificially-intelligent automated redaction management tool, has processed more than a half billion redactions for big pharma companies to help them meet the growing industry demand for pharmaceutical clinical trial disclosure and transparency initiatives...
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Commonwealth Establishes Australian Digital Health Agency to Complement My Health Record
The federal government has announced the establishment of the Australian Digital Health Agency and an advisory board comprised of doctors, informatics specialists, digital experts, and customer service executives tasked with ensuring the nation's health system is technologically up to date. Speaking at the Health Informatics Conference 2016 in Melbourne on Monday, Minister for Health Sussan Ley said the new agency will set the national agenda for technical and data standards, promote clear principles for interoperability, and open source development within the health system...
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Cornell Freshman Uses Big Data and Predictive Models to Improve Cancer Diagnoses
Abu Qader ’21 is just settling into his room at Mary Donlon Hall. Like any new Cornell freshman, he’s been spending lots of time joining clubs and hanging out with new friends on his floor. But unlike lots of freshmen, Qader is also running a company, GliaLab, which is developing software that can improve the accuracy of breast cancer diagnoses, especially in developing countries. He’s been featured by both Google and TedX Teen, talking about his work and his passion for combining computer science and health care...
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DARPA Offers Free Watson-Like Artificial Intelligence
If you wonder what the government has done for you lately, take a look at DeepDive. DeepDive is a free version of IBM's Watson developed in the same Defense Advanced Research Projects Agency (DARPA), but now available free and open-source...
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Data Breaches Through Wearables Put Target Squarely on IoT in 2017
Security needs to be baked into IoT devices for there to be any chance of halting a DDoS attack, according to security experts. Read More »
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Data Crisis: Who Owns Your Medical Records?
We’ve all encountered issues with our medical records. Whether getting a copy for a second opinion, finding major mistakes, or changing health care providers, our access to this important set of data has been fraught with difficulties. But that’s in the past tense—it’s getting worse. Sadly, your medical records are the property of hospitals, doctors, and health systems. Except in New Hampshire, where ownership rights are assigned to the patient, no other states recognize the individual’s right of control and ownership of their medical data...
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Data Science Jobs Report 2019: Python Way Up, Tensorflow Growing Rapidly, R Use Double SAS
In my ongoing quest to track The Popularity of Data Science Software, I've just updated my analysis of the job market. To save you from reading the entire tome, I'm reproducing that section here.One of the best ways to measure the popularity or market share of software for data science is to count the number of job advertisements that highlight knowledge of each as a requirement. Job ads are rich in information and are backed by money, so they are perhaps the best measure of how popular each software is now. Plots of change in job demand give us a good idea of what is likely to become more popular in the future. Read More »
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Democratizing Deep Learning With An iPhone App And Open Source SDK
Most people will never have the computer science knowledge to become deep-learning researchers, but now they can test out the results of that work with a simple computer vision iPhone app called Deep Belief. iOS developers can take Deep Belief a step further by downloading an open source software development kit and working its object-recognition capabilities into their own apps.
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Digital health round-up: bioelectronics are closer than you think
Towards the end of last year, Google’s life sciences division Verily and GlaxoSmithKline co-founded Galvani Bioelectronics to develop medicines that harness electrical signals in the body to treat chronic diseases like asthma, arthritis and even gastrointestinal diseases. At the time, the unveiling of Galvani felt like a new frontier in medicine and, though somewhat difficult to comprehend, something that could genuinely change the lives of millions of people worldwide...
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Do Unto Robots As You...
We're going to have robots in our healthcare system (Global Market Insights forecasts assistive healthcare robots could be a $1.2b market by 2024), in our workplaces, and in our homes. Some of them will be unobtrusive, some we'll interact with frequently, and some we'll become close to. How to treat them is something we're going to have to figure out. Written by Alex Williams, Do You Take This Robot...focuses on people actually falling in love with (or at least preferring to be involved with) robots. Sex toys, even sex robots, have been around, but this takes it to a new level. The term for it is "digisexual." As Professor Neil McArthur, who studies such things, explained to Discover last year...
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DoD Looks for Disaster Response Solutions Through Artificial Intelligence Innovation Competition
An important new trend in the federal sector involves the use of "innovation competitions" to develop Artificial Intelligence (AI) solutions for major problems that the agencies face. An ongoing AI innovation competition from Centers for Medicare and Medicaid Services (CMS), known as the Artificial Intelligence (AI) Health Outcomes Challenge began in March 2019. While that competition is only open to major consulting firms, the Department of Defense (DoD) was the trendsetter here and has been working on a series of AI competitions that began with the xView competition in March 2018.
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