Tuesday 26 February 2019

New AI approach bridges the 'slim-data gap' that can stymie deep learning approaches

Scientists have developed a deep neural network that sidesteps a problem that has bedeviled efforts to apply artificial intelligence to tackle complex chemistry—a shortage of precisely labeled chemical data. The new method gives scientists an additional tool to apply deep learning to explore drug discovery, new materials for manufacturing, and a swath of other applications.

* This article was originally published here

Meat slaughtered without stunning animals not organic: EU court

Halal meat from animals slaughtered by religious ritual without having first been stunned cannot be labelled organic, on animal welfare grounds, a top European Union court ruled Tuesday.

* This article was originally published here

Should you really forgive and forget?

(HealthDay)—Is forgive and forget always the right approach after hurtful behavior from your spouse or significant other?

* This article was originally published here

Can we address climate change without sacrificing water quality?

Strategies for limiting climate change must take into account their potential impact on water quality through nutrient overload, according to a new study from Carnegie's Eva Sinha and Anna Michalak published by Nature Communications. Some efforts at reducing carbon emissions could actually increase the risk of water quality impairments, they found.

* This article was originally published here

Young sisters share battle with different types of heart disease

Having spent the day at a cousin's cookout, 25-year-old Kelli Tinney and her 27-year-old sister Amanda went back to their house, turned on the television and flopped onto the couch. They eventually both fell asleep there.

* This article was originally published here

Inherited mutations may play a role in pancreatic cancer development

A small, retrospective study has found that, in patients with particular pancreatic duct lesions, the presence of an inherited mutation in a pancreatic cancer susceptibility gene may increase the patients' risk of developing pancreatic cancer. To verify these results and learn more about the development of this deadly cancer, the researchers recommend more genetic studies. Their hope—in line with the goals of precision medicine—is to eventually find a better way to guide patient care, dividing patients, for example, into those who need regular screening versus immediate surgery or other early interventions.

* This article was originally published here

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