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9 key thoughts on how machine learning and deep learning will affect healthcare

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Artificial intelligence is becoming more important in the healthcare space. Data gathering for machine learning and deep learning capabilities have immense possibilities to improve diagnostics, care pathway creation and reproducibility in surgical procedures to ultimately achieve better clinical outcomes. The technology can also assist physicians with generating reports and administrative responsibilities, giving them more time to spend with patients. Here, nine clinical care and health IT company executives discuss how they expect machine learning and deep learning to improve healthcare in the future. "Deep learning can impact wearables focused on specific conditions, like remote cardiac monitoring, at an individual level by indicating how to personalize algorithms according to one's particular biometric and patient data. The incorporation of machine learning can assist in the interpretations of the analysis of the unstructured data delivered from these medical-grade wearable devices. The initial analysis is typically provided by mathematical algorithms trained to detect anomalies in this data. Machine learning, combined with artificial intelligence, would then seek to perform an interpretation of such a report, just as a physician would, in order to save physician time. Such capabilities effectively reduce physician time, enabling them to focus on the most critical patients and streamline the care process."


#Tencent New Seattle Lab Shows It's Serious about Mastering #AI: Yu Dong, expert on speech recognition and deep learning, will oversee the operation. Baidu is already heavily invested in AI. Alibaba has begun publishing some AI research. Chinese startups are building on top of advances in AI • r/Sino

#artificialintelligence

Tencent's New Lab Shows It's Serious about Mastering AI Tencent has established an AI lab in Seattle, and the company is building a very serious research team back in China. One of China's biggest tech companies, Tencent, is establishing an AI research lab in Seattle, demonstrating a growing determination to master a technology that looks set to define the future of many industries. Tencent is already one of China's dominant tech companies. It operates the hugely successful mobile chat app WeChat--which boasts over 889 million active users in China--along with lots of other social tools, e-commerce services, games, and the like. Based in Shenzhen, a manufacturing hub in the southeastern part of the country, Tencent has the potential to become a key player in the development and commercialization of artificial intelligence.


Azure Stack Hybrid Cloud From @DellEMC @CloudExpo @Azure #AI #ML #DX

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What Did Dell EMC Announce Dell EMC announced their initial product, platform solutions, and services for Azure Stack. This includes a Proof of Concept (PoC) starter kit (PE R630) for doing evaluations, prototype, training, development test, DevOp and other initial activities with Azure Stack. Dell EMC also announced a larger for production deployment, or large-scale development, test DevOp activity turnkey solution. The initial production solution scales from 4 to 12 nodes, or from 80 to 336 cores that include hardware (server compute, memory, I/O and networking, top of rack (TOR) switches, management, Azure Stack software along with services. Other aspects of the announcement include initial services in support of Microsoft Azure Stack and Azure cloud offerings.


What to do about robots and artificial intelligence

#artificialintelligence

Two weeks ago, I wrote in a column headlined "Please stop saying I'll be replaced by a robot" that fears over machines making humans redundant were often overblown and might well be self-defeating, and that it was better to focus instead on what robots could help people do better. Some readers welcomed what I had to say, others disagreed. One thoughtful rejoinder by Ms Ethel Tan Hui Yan was published in The Straits Times Forum under the headline "Let's not take AI lightly". Ms Tan wrote: "At present, robots have attained the level of intelligence where they help more than harm... But when intuitive AI (artificial intelligence) robots with a learning capacity that far exceeds that of man's are developed, they could very well make humans redundant in many jobs. "It is essential to talk about the augmented economy and the necessary industrial restructuring and educational reforms that need to be made, which will equip our workforce and prepare our younger generation for the challenge ahead." Mr Frederick Wong said in an e-mail that "AI will impact us deeply in the coming decade and not the next century as some might think.


Because Digital Artificial Intelligence and Marketing: Next Best Beachhead

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As artificial intelligence (AI) features such as machine learning and predictive analytics start to creep into all software, and every industry, how is it impacting the marketing function? With our visibility into retail, banking and telecom industries, we're seeing how AI is transforming all aspects of marketing, from smarter buying of online advertising, to predicting what each customer will want next to increasing share of wallet. For example, in Japan, Nestle is using robots at the retail store to ask people about their coffee preferences and answer product questions. The robots can even read people's facial expressions and voices to determine how they feel, and change their responses accordingly! Online media buying is another area where AI can make a big difference, automating what is now a labor intensive process rife with fraud. But where we see the most promise in AI-enabled marketing is in the customer experience.


How to Build Your Own Deep Learning Box

@machinelearnbot

Deep learning is a technique used to solve complex problems such as natural language processing and image recognition. We are now able to solve these computational problems quickly, thanks to a component called the Graphics Processing Unit (GPU). Originally used to generate high-resolution computer images at fast speeds, the GPU's computational efficiency makes it ideal for executing deep learning algorithms. Analysis which used to take weeks can now be completed in a few days. While all modern computers have a GPU, not all GPUs can be programmed for deep learning.


360 degree: Man versus Machine

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Come 2050, a researcher predicts, the human race would cease to exist. It is not because of a nuclear holocaust or due to an extraterrestrial body hitting the earth. Researcher Jeff Nesbit, a former director of the US-based National Science Foundation, believes our extinction would be triggered by our own creation: artificial intelligence. He claims that the human race would either cease to exist by 2050 -- or become immortal. While both the scenarios appear to be taken from science fiction, it is a fact that we are staring at a human crisis caused by automation and robotics, which are the result of machine intelligence.


Bio-Inspired Artificial Intelligence

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When: Wed, May 10, 7:00pm – 8:30pm, 2017 The talk will provide a basic introduction to artificial intelligence focusing on how biology contributes to the field. In particular, it will dive into the field of artificial neural networks, discussing some of the basics and then moving onto new insights from biology and how it can help us build more intelligent machines. Speaker Tomás Maul is Head of the School of Computer Science at University of Nottingham Malaysia. The talk will provide a basic introduction to artificial intelligence focusing on how biology contributes to the field. In particular, it will dive into the field of artificial neural networks, discussing some of the basics and then moving onto new insights from biology and how it can help us build more intelligent machines.


iPhone 8 Rumors, Release Date, Delays: Every Leak, Features We Know About Apple's 10th Anniversary Phone

International Business Times

With facts about Apple's much-anticipated iPhone 8 scarce, rumors abound prior to its expected fall release -- so many that it's hard to keep up. It seems like every day there is new information about the iPhone 8, and Apple has hinted it's not so happy about that. CEO Tim Cook recently blamed the "pause" in purchases of its current iPhone models on rumors about possible iPhone 8 features during his second-quarter 2017 earnings call this week. Read: iPhone 8 Rumors: Mock-Up Video Shows How Apple's Next Edition Might Look If you're looking to buy the iPhone 8 this fall, here's an overview of the device's rumored features, release date and possible delay. The upcoming iPhone 8, which could also be called the iPhone X, iPhone Pro or iPhone Edition, reportedly will come with an OLED edge-to-edge display.


Will you trust a machine? - Eyes on APAC

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In the science fiction drama series Humans, Laura feels displaced by Anita, a humanoid robot known as a synth that was bought by her husband to help with the household chores. Access this e-guide with 6 key articles on cloud security and learn how to protect your organisation and its data on the cloud. This email address is already registered. By submitting my Email address I confirm that I have read and accepted the Terms of Use and Declaration of Consent. By submitting your personal information, you agree that TechTarget and its partners may contact you regarding relevant content, products and special offers.