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9/23 Top 5 Deep Learning

Top 5 Deep Learning Stories

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9/23 Top 5 Deep Learning

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  1. September 23rd, 2016 1

  2. Deep Learning is the fastest-growing field in artificial intelligence (AI). 2

  3. As evidenced by advanced Deep Learning technology and Healthcare… 3

  4. “We are entering the Radiological Era of biometric quantification, where our interpretations will be enhanced by algorithms learned from the diagnostic data of vast patient populations. Without the processing capabilities of GPUs, this would not be possible.“ - Dr. Keith J. Dreyer (Vice Chairman of Radiology at Mass General, Associate professor of Radiology at Harvard Medical School and Executive Director) 4

  5. “Without GPUs, I wouldn’t have been able to get the performance I needed, and I wouldn’t have been able to develop such an accurate algorithm … Parents often have to wait a day or more for a test result. This algorithm can give results in seconds. “ - Synho Do (Assistant Professor at Harvard Medical School) 5

  6. “This is a small step that takes us toward a more effective Healthcare practice for all patients.” - Mark Michaelski (Director of Mass General’s Data Science Center) 6

  7. Here are the “Top Five” stories highlighting how AI and Deep Learning are accelerating innovation this week… 7

  8. 1 Deep Learning Drops Error Rate for Breast Cancer Keeping up with the massive flow of research data on breast cancer is a challenge for scientists. And the variety of methods used to analyze that data make reliable predictions difficult to come by. A team from Harvard Medical School (BIDMC) tackled this issue using deep learning … The team’s results were dramatic, dropping the human error rate in diagnosis by 85% when aiding a pathologist’s efforts with GPU-powered deep learning analysis. READ MORE Keep up with the latest Deep Learning applications HERE NVIDIA BLOG Article 8

  9. 2 Facebook Using Deep Learning to Analyze your Health in Photos Within seconds of looking at a picture, the human eye can identify and understand every object in it. Facebook plans to bring that capability to every picture you upload. The firm hopes its image detection, segmentation and identification will one day suggest products for consumers to purchase, identify healthier foods for consumption and provide health stats in real-time - just by analyzing users’ photos. The entire effort is based on ‘deep learning’ and in this project, Facebook puts images through an assembly line using algorithms that process different components of the image. READ MORE Learn about other Deep Learning applications in Photos and Healthcare HERE Daily Mail News Article 9

  10. 3 BenevolentAI and DGX-1 Accelerating Therapeutic Treatments BenevolentAI, a leading British artificial intelligence company, announced it is the first European company to - the DGX-1 developed by NVIDIA. The acquisition of the DGX-1 will allow BenevolentAI to accelerate its biomedical insights into new therapeutics to treat serious diseases faster than previously possible by enhancing BenevolentAI's chemical modelling capabilities and enabling deeper interrogation of chemical structural activity relationships using the Company's own proprietary AI algorithms. READ MORE Explore HERE for more information on the DGX-1 PR Newswire Article 10

  11. 4 Machine Learning is Changing the Solar Industry A startup from California is using GPUs and big data to predict what homes are likely to buy solar panels. PowerScout is using GPUs on the Amazon cloud and cuDNN to train their deep learning models on a mix of data from commercial databases and LIDAR to detect solar panels from satellite images, and to also detect the presence of trees near homes that could cast shade onto roofs. The tools the startup developed can also help estimate how much energy could be harvested from a home’s rooftop without needing to take measurements in person with a decent degree of accuracy. READ MORE Learn HERE for more information about GPU Computing NVIDIA Developer Article 11

  12. 5 Why NVIDIA Is Leading Deep Learning NVIDIA is a major innovator in the AI space, building computing platforms focused on redefining product development and business intelligence. As Senior Director of Business Development for Deep Learning and AI at NVIDIA, Kimberly Powell focuses on the AI ecosystem … “Deep learning”, Kimberly says, “has led to the latest AI revolution – the algorithms are data driven and accessible with GPU computing. NVIDIA’s GPU is available on all our computing platforms and we are accelerating every deep learning framework” READ MORE Discover more about NVIDIA”s leading role wiithin Deep Learning HERE AI Business Article 12

  13. How can Deep Learning Impact your Business? www.nvidia.com/deep-learning 13

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