Exciting changes are underway for technology in health care. In our post about what to expect in 2017 we touched on many key trends, but one particular emerging technology deserves a closer look: artificial intelligence (AI). "While the U.S. health industry lags behind other industries … in deploying emerging technologies such as artificial intelligence, drones, and virtual reality, 2017 is the year to prepare for the eventual arrival of these technologies and their impacts on business models, operations, workforce needs, and cybersecurity risks," stated consulting firm PWC's annual trend report. Here are three ways that artificial intelligence is being used to predict patient outcomes, potentially transforming the way doctors treat patients. In December 2016, Microsoft India, in collaboration with the country's L V Prasad Eye Institute, launched Microsoft Intelligent Network for Eyecare (MINE), a research group that will leverage artificial intelligence to deliver large-scale eye care.

GGM is a strategic partner of MediWorld - the China International Medical Travel Show. At MediWorld, you will find patients, referrers and partners, meet the world's top hospitals, and learn about Chinese outbound medical tourism. Follow our LinkedIn company page and get regular updates in your feed. Subscribe to our HealthCheck24 newsletter to receive free insights on emerging med tech and healthcare markets by email, 24 times a year. GGM is an information, advisory and events firm helping companies grow in international markets.

In fact, in many countries, the internet, the very thing that was supposed to smash down the walls of authoritarianism like a sledgehammer of liberty, has been instead been co-opted by those very regimes in order to push their own agendas while crushing dissent and opposition. And with the emergence of conversational AI -- the technology at the heart of services like Google's Allo and Jigsaw or Intel's Hack Harassment initiative -- these governments could have a new tool to further censor their citizens. Turkey, Brazil, Egypt, India and Uganda have all shut off internet access when politically beneficial to their ruling parties. Nations like Singapore, Russia and China all exert outsize control over the structure and function of their national networks, often relying on a mix of political, technical and social schemes to control the flow of information within their digital borders. The effects of these policies are self-evident.

Melville, NY (PRWEB) January 17, 2017 – Nastel Technologies, a global provider of enterprise-grade operations analytics and application performance monitoring (APM) solutions, announced the next-generation version of its flagship software platform, AutoPilot Insight 2.0. According to Charley Rich, VP Product Management "The new release fuses predictive anomaly and machine learning capabilities, business transaction tracking that spans corporate firewalls, raw information handling and analytics speed, and the flexibility to operate across dynamic IT environments--from mobile to mainframe. It provides the broad array of capabilities needed by developers, IT admins, and business analysts for enterprise-grade operations intelligence and APM." Rich said building a solution that fully addresses today's client requirements demanded two years of ground-up product re-engineering. "Customers universally remarked that they needed to find data outliers faster and sense problem conditions before they actually affect users. They also wanted more powerful end-to-end transaction tracking capabilities, with the ability to tie transaction performance to business outcomes."

Hunted The Hunters set up a fake online dating profile in an attempt to lure two out of hiding. Showtime at the Apollo Steve Harvey hosts a new reboot of the classic talent showcase featuring Chaka Khan, T.I. with Meek Mill, Quavo and RaRa, Mike Epps and comic Gabriel Iglesias. Spy in the Wild: A Nature Miniseries This new documentary features footage from cameras disguised as wildlife that are able to capture candid and closeup footage of wild animals including wild dogs, elephants and monkeys. Star Star, Simone and Alex (Jude Demorest, Brittany O'Grady, Ryan Destiny) are invited to perform at a charity event in this new episode. NOVA In a new episode "Search for the Super Battery," host David Pogue investigates how batteries work and what the future may hold for technical innovation.

Millions around the globe may have taken to the streets in recent years to protest against the impact of globalisation on their jobs and communities - but this backlash is only likely to grow as globalisation itself becomes more disruptive. The stark warning comes from Richard Baldwin, president of the Centre for Economic Policy Research think-tank, who has been studying global trade for the past 30 years. Technological advances could now mean white-collar, office-based workers and professionals are at risk of losing their jobs, Prof Baldwin argues. In the US, voter anger with globalisation may have led to Donald Trump's election victory, but those who voted for him could be disappointed as his aim of bringing back jobs is unlikely to work, says Prof Baldwin, who also worked as an economist under President George HW Bush. Protectionist trade barriers won't work in the 21st Century, he says.

Compare broadband providers and find the best deal for you with our Best Broadband Deals page. Three has made its Wi-Fi calling service significantly easier to use, which should help customers cut their monthly mobile bills. Previously, users could only take advantage of the feature through Three's additional inTouch app, which delivered a less-than-pleasant user experience. However, customers can now make calls and send texts over a Wi-Fi connection without the app. It's a handy service, allowing users to both save money and stay in touch with friends and family whenever a Wi-Fi network is available, even when signal is poor or non-existent.

This list isn't just about what is new and innovative. It is about what will be adopted at scale. The beginning of a new year is usually the time to predict key trends for the year to come, and so it goes with the insurtech sector as well. Most lists focus on the latest sexy technologies and applications. But, after a year, we find these have hardly gained any traction and so cannot really be considered "trends" in our view.

The lending and credit scoring sector have more data than ever before at their disposal. How they leverage this data to create value for their clients and social impact determines the outcomes they can achieve in the financial services space. In 1959, Arthur Samuel, a pioneer in the field of machine learning (ML) and artificial intelligence during an era when computers filled an entire building, defined machine learning as "a field of study that gives computers the ability to learn without being explicitly programmed." During a recent keynote, Microsoft CEO Satya Nadella referred to data used in this context as "the new electricity," calling our current era a "fourth industrial revolution" following steam, electricity and digital technology. Scott Guthrie, Microsoft executive vice president, also acknowledged that data is "enabling every business to be the disrupters of their industry by harnessing the power to drive insight from this data."

An important step in data analysis is data exploration and representation. In this tutorial we will see how by combining a technique called Principal Component Analysis (PCA) together with Cluster Analysis we can represent in a two-dimensional space data defined in a higher dimensional one while, at the same time, being able to group this data in similar groups or clusters and find hidden relationships in our data. More concretely, PCA reduces data dimensionality by finding principal components. These are the directions of maximum variation in a dataset. By reducing a dataset original features or variables to a reduced set of new ones based on the principal components, we end up with the minimum number of variables that keep the maximum amount of variation or information about how the data is distributed. If we end up with just two of these new variables, we will be able to represent each sample in our data in a two-dimensional chart (e.g. a scatterplot). As an unsupervised data analysis technique, clustering organises data samples by proximity based on its variables.