homehome Home chatchat Notifications


MRI successfully predicts suicidality 9 out of 10 times

Scientists were able to detect suicidal thoughts, but don't expect to see this in hospitals anytime soon.

Mihai Andrei
October 31, 2017 @ 7:18 pm

share Share

It’s an impressive success for the algorithm, but it’s not exactly clear how to best apply these findings. Researchers successfully identified people with suicidal tendencies with 91% success, using only 6 words: Death, Cruelty, Trouble, Carefree, Good, Praise.

Credits: Adam et al, 2017.

Tackling suicide is never easy and straightforward. When it comes to identifying these tendencies, researchers and medics typically ask patients. But studies have shown that 80% of patients who committed suicide deny these ideas up until the last moment.

With that in mind, researchers devised a test to objectively assess suicidal plans. They carried out a trial with 17 adults with suicidal ideation and 17 control subjects. The participants had their brain scanned with an fMRI while they listened to words like ‘death’ and ‘cruelty’. Researchers then employed a machine-learning algorithm to identify patterns in the participants’ brains as they heard the words. The scientists were able to successfully detect 15 of the 17 suicidal brains and 16 of the 17 controls.

However, there are significant caveats to this study, and we shouldn’t expect it in hospitals anytime soon, said lead researchers  Dr. Marcel Just told Perry Wilson at The Methods Man. The first problem is money — fMRIs are expensive and there’s usually a huge queue for them. Having stressed and potentially suicidal people lie still in a small, dark and noisy machine is certainly less than ideal.

“It would be nice to see if we could possibly do this using EEG, if we could assess the thought alterations with EEG. It would be enormously cheaper. More widely used.”

Secondly, the algorithm was able to perform so well is because patients were open about their tendencies in the first place. If they wanted to hide these thoughts, as you’d expect in a real-life scenario, they could almost certainly do so.

“If somebody didn’t want others to know what they are thinking, they can certainly block that method. They can not coorperate. I don’t think we have a way to get at people’s thoughts against their will.”

However, as pointed out by Wilson, today’s expensive fMRI is tomorrow’s EEG, and next year’s iPhone app. At the rate at which technology continues to develop, a similar approach could soon be incorporated into some sort of precision medicine, and it gives us another glimpse into how our thoughts cluster around words and ideas.

Journal Reference: Marcel Adam Just, Lisa Pan, Vladimir L. Cherkassky, Dana L. McMakin, Christine Cha, Matthew K. Nock & David Brent. Machine learning of neural representations of suicide and emotion concepts identifies suicidal youth. doi:10.1038/s41562-017-0234-y

share Share

The World's Oldest Known Ant Is A 113-Million-Year-Old Hell Ant with Scythe Jaws

A remarkable find for ant history was made, not in the field but in a drawer.

Your Cells Can Hear You — And It Could Be Important for Fat Cells

Researchers explore the curious relationship between sound and gene expression in cell cultures.

16,000-Year-Old Dog-Like Skeleton Found in France Raises Haunting Questions

Cared for like a companion, or killed like prey?

Japanese Scientists Just Summoned Lightning with a Drone. Here’s Why

The drone is essentially a mobile, customizable, lightning rod.

Tiny Chinese Satellite Sent Hack-Proof Quantum Messages 12,900 Kilometers Through Space. Is a Quantum Internet Around the Corner?

The US and Europe are now racing to catch up to China.

Cats Came Bearing Gods: Religion and Trade Shaped the Rise of the Domestic Cat in Europe

Two groundbreaking studies challenge the old narrative that cats followed early farmers into Europe.

The People of Carthage Weren’t Who We Thought They Were

The Punic people had almost no genetic ties to Phoenicians, even though the latter founded the great city of Carthage.

RFK Jr loves raw milk. Now, he's suspending milk quality tests due to Trump cuts

Imagine pouring a glass of milk for your child and wondering if it’s safe.

A Roman gladiator died fighting a lion in England and his 1,800-year-old skeleton proves it

It's the first-ever evidence of man-lion combat found in the Roman period.

This Surprising Protein Shift Could Add Years to Your Life, Study Finds

A global study ties plant protein to longer adult lives, but early life needs differ.