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NEW YORK (Reuters Health) — A convolutional neural network trained through deep learning can accurately predict a person’s age and gender using only standard 12-lead ECG signals, researchers report.

“Our standard diagnostic tools may have far more information behind them than we’ve come to expect throughout standard approaches to diagnostic interpretation,” said Dr. Suraj Kapa from Mayo Clinic College of Medicine, in Rochester, Minnesota.

“Between this study and other prior studies showing that we can predict likelihood of having atrial fibrillation from a normal sinus ECG or the presence of a low ejection fraction, AI-enabled ECG analysis may offer new, rapid, and cost-effective insights into human health well beyond what we could have anticipated in the last two centuries since the ECG was first developed,” he told Reuters Health by email.

Could physics help people with epilepsy? That’s the question tackled by Louis Nemzer, a physicist at Nova Southeastern University, in the September 2019 issue of Physics World magazine, which is out now in print and digital formats.

He thinks that machine learning and real-time monitoring of the brain could give people with epilepsy live information about how much at risk they are of an imminent seizure – and is even developing a smartphone app to help them in daily life.

Elsewhere in the issue, Peter Martin and Tom Scott from the University of Bristol describe how they’ve used drones to map radiation levels at the Chernobyl plant, which you can also read on this website from 2 September, while Kate Brown from the Massachusetts Institute of Technology examines the health impact of Chernobyl fall-out.

The first international case of listeriosis linked to an outbreak in Spain that has sickened almost 200 people and killed two is being investigated by British public health officials.

The outbreak has been traced to contaminated chilled pork products under the brand “La Mechá” made by Magrudis, based in Seville. The potential infection is in a man from England who ate the product in Seville in mid-August. He was treated at a hospital in France before returning to the United Kingdom.

A Public Health England spokeswoman told Food Safety News the agency does not disclose patient details so she was not able to provide information on the age of the man or where in England he lives.

Police in a small Texas community have recommended that residents temporarily vacate their homes on Monday while Elon Musk Elon Reeve MuskUS Space Command: A vision for the final frontier The paradox of superstars Hillicon Valley: US, France reach deal on tech tax | FEC vice chair resigns | Move leaves agency unable to vote on actions | Groups seek net neutrality pledge from 2020 Dems | Australia eyes blocking extremist content MORE ’s SpaceX attempts an experimental launch of a Mars rocket prototype.

A public safety notice was issued to residents of Boca Chica, a town on the southern tip of Texas with houses within two miles of SpaceX’s launch pad for the Starhopper rocket, Business Insider reported on Sunday.

A county sheriff reportedly went door-to-door on Saturday to deliver the notice to approximately 20 households, warning of possible shattered windows and “potential risk to health and safety.”