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With apps and activity trackers measuring every step people take, morsel they eat, and each symptom or pain, patients commonly arrive at doctor’s offices armed with self-tracked data. Yet health care providers lack the capacity or tools to review five years of Fitbit logs or instantaneously interpret data patients have been collecting about themselves, according to new 91̽»¨research.

A more efficient and clean wood-burning cookstove — developed by Vashon Island’s BURN Design Lab and 91̽»¨mechanical engineers — will reduce the amount of fuel families need to collect or buy by 55 percent. It will also reduce exposure to the harmful particulate pollution produced by traditional cooking flames.

With “Passive Wi-Fi,” 91̽»¨computer scientists and electrical engineers have generated Wi-Fi transmissions using 10,000 times less power than conventional methods. The system can transmit Wi-Fi signals at rates up to 11 megabits per second — lower than maximum Wi-Fi speeds but 11 times faster than Bluetooth — that can be decoded on any of the billions of devices with Wi-Fi connectivity.

Pursuing scientific or engineering careers in industry, government or private research after getting a Ph.D. used to be considered a one-way ticket out of academia. But new 91̽»¨research finds numerous benefits — to students, researchers and academic institutions looking to diversify their faculty — in making that return trip easier.

The built environment influences decisions to walk or bike differently for lower- and higher-income groups, 91̽»¨researchers have found. Neighborhood density, accessible destinations and fewer vehicles were associated with more walking and biking in lower-income groups, while neighborhood attractiveness was relevant for higher-income groups.

Peering into a grocery store bin, it’s hard to tell if a peach or tomato or avocado is starting to go bad underneath its skin. A new affordable hyperspectral camera technology developed by 91̽»¨and Microsoft Research uses both visible and invisible near-infrared light to “see” beneath surfaces and capture hidden details.

A new 91̽»¨study that tested 65 wines from America’s top four wine-producing states — California, Washington, New York and Oregon — found all but one have arsenic levels that exceed what’s allowed in drinking water. But health risks from that toxic element depend on what else a person is eating.

Leaders from the 91̽»¨ and Shanghai Jiao Tong University (SJTU), one of China’s most prestigious public research universities, signed an agreement Wednesday to work together on “smart cities” research, teaching and collaborations in their respective electrical engineering departments.

91̽»¨CSE professor Pedro Domingos’ book “The Master Algorithm” is an essential primer on machine learning, and a popular science romp through one of today’s hottest scientific topics.. It unveils the deep ideas behind the algorithms that increasingly pick our books, find our dates, manage investments and run our lives — and what informed consumers ought to know about them.

91̽»¨machine learning researchers have developed a new approach to optimization – a key step in predicting everything from election results to how proteins will fold – that won a top paper prize at the world’s largest artificial intelligence conference.

The 91̽»¨is investing up to $37 million in the Washington Nanofabrication Facility, which makes things for researchers and outside companies that aren’t practical, economical or possible to fabricate at commercial foundries: inconceivably tiny devices, chips made from unconventional materials that industrial factories won’t touch and devices that probe the boundaries of our universe.

Astronautics doctoral student Nao Murakami wants to invent the heir to Angus MacGyver — the 1980s television hero who inspired a generation of engineers by foiling criminals with household items like cooking oil, a shop vac or a tube sock. Only this time the engineering heroine will be a woman.