An artificial intelligence approach based on deep learning convolutional neural network could identify nuanced mammographic imaging features specific for recalled but benign (false-positive) mammograms and distinguish such mammograms from those identified as malignant or negative.

IDTechEx Announces the Winners of Launchpad, the New Technologies Initiative will showcase innovations from 10 start-up companies at the IDTechEx Show! held in Santa Clara, USA on November 14-15, 2018 (www.IDTechEx.com/USA). All winners will be showing a new working prototype or product, many for the first time.

As Hurricane Florence ground its way through North Carolina, it released what might politely be called an excrement storm. Massive hog farm manure pools washed a stew of dangerous bacteria and heavy metals into nearby waterways.

Companies will collaborate on research programs devoted to the development of electrocardiographic age predictors of cardiovascular dysfunction.

When moving through a crowd to reach some end goal, humans can usually navigate the space safely without thinking too much. They can learn from the behavior of others and note any obstacles to avoid. Robots, on the other hand, struggle with such navigational concepts.

Engineers used wearable off-the-shelf technology and machine learning to predict, for the first time, an individual's blood pressure and provide personalized recommendations to lower it based on this data.

The smart security camera and alarm system uses human-computer vision to see and understand threats. When a mugger pulls out a knife, when a kidnapper tries to force a child into a car, when a gunman tries to take a life, the AI security camera can see the threat before it becomes a crime.

Iron Ox, a robotics company reinventing farming from the ground up, has launched the world's first autonomous farm. The indoor farm is focused on increasing the availability, quality and flavor of leafy greens.

Scientists using machine learning - a type of artificial intelligence - with data from hundreds of children who struggle at school, identified clusters of learning difficulties which did not match the previous diagnosis the children had been given.

"Cannot get asleep all night", "a little giddy" and other complaints in social networks can now be translated into formal medical terms, such as insomnia or vertigo. The task of comparing syndromes mentioned by patients and specific medical terms is called the normalization of medical concepts.

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MIT computer scientists have developed a system that learns to identify objects within an image, based on a spoken description of the image. Given an image and an audio caption, the model will highlight in real-time the relevant regions of the image being described.

For years, Lawrence Livermore National Laboratory engineers and scientists have used an array of sensors and imaging techniques to analyze the physics and processes behind metal 3D printing in an ongoing effort to build higher quality metal parts the first time, every time.

Intelligent Health AI is a global summit dedicated to AI in healthcare. The analysts Dr Xiaoxi He and Dr Luyun Jiang attended the conference on 13-14th September 2018 held in Basel, Switzerland.

A new computer program can analyze images of patients' lung tumors, specify cancer types, and even identify altered genes driving abnormal cell growth, a new study shows.

Medical imaging creates tremendous amounts of data: many emergency room radiologists must examine as many as 200 cases each day, and some medical studies contain up to 3,000 images. Each patient's image collection can contain 250GB of data, ultimately creating collections across organizations that are petabytes in size.

One look and you are on your way. Beginning late this year, customers flying direct to an international destination have the option of using facial recognition technology from curb to gate, transforming the customer journey with a seamless travel experience through the airport.

A groundbreaking solution for the railway industry that delivers deep learning computer vision and object detection technology to the network edge and onboard trains. This new, multiplatform solution will allow railway network operators to deploy applications, such as video surveillance and smart cameras, that mimic human vision and perform tasks, such as vehicle identification, intruder detection and empty seat recognition, that result in improved safety, security and risk analysis.

Zebrafish possess almost all of the same genes we humans do - and that makes their eggs the perfect model organisms for use in genetic and drug research. Previously, samples have had to be prepared manually, which is a very time-consuming task. Now, however, a clever machine learning algorithm will be able to separate and sort the fish eggs automatically.

Diving robots or autonomous underwater vehicles, which carry out measurements independently in the deep sea, can now record large quantities of high-resolution images. To evaluate these images scientifically in a sustainable manner, a number of prerequisites have to be fulfilled in data acquisition, curation and data management.