New York, June 30: Be careful if you lie about your IQ as researchers have developed a machine-learning algorithm that may tell how smart you are by looking at a scan of your brain.

The study showed that the new computing tool can predict a person's intelligence from functional magnetic resonance imaging (fMRI) scans of their resting state brain activity.

The fMRI develops a map of brain activity by detecting changes in blood flow to specific brain regions.

"We found if we just have people lie in the scanner and do nothing while we measure the pattern of activity in their brain, we can use the data to predict their intelligence," said co-author Ralph Adolphs from the California Institute of Technology (Caltech).

To train their algorithm on the complex patterns of activity in the human brain, the researchers downloaded the brain scans and intelligence scores from almost 900 individuals.

The researchers found that after processing the data, the algorithm was able to predict intelligence at statistically significant levels across the subjects.

"The information that we derive from the brain measurements can be used to account for about 20 per cent of the variance in intelligence we observed in our subjects," said Julien Dubois from the Cedars-Sinai Medical Centre.

In predicting intelligence from brain scans, the algorithm is doing something that humans cannot, because even an experienced neuroscientist cannot look at a brain scan and tell how intelligent a person is, the researchers said.

The researchers also conducted a parallel study, using the same test population and approach, that attempted to predict personality traits from fMRI brain scans. 

The personality test they used divides personality into five scales -- openness to experience, conscientiousness, extraversion, agreeableness, neuroticism.

However, it has turned out to be much more difficult to predict personality using the method the team used for predicting intelligence.

The two studies are yet to be published in the separate journals Personality Neuroscience and Philosophical Transactions of the Royal Society.

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New Delhi (PTI): A group of 345 Indian fishermen, who were stranded in Iran amid escalating regional tensions, returned to India via Armenia on Saturday, officials said.

External Affairs Minister S Jaishankar thanked his Armenian counterpart Ararat Mirzoyan for assistance in return of the Indian nationals.

The Indian nationals arrived in Chennai this evening, the officials cited above said.

The circumstances that led to them being stranded in Iran were not immediately known.

"Thank FM @AraratMirzoyan and the Government of Armenia for facilitating the evacuation of Indian fishermen today from Iran, through Armenia to India," Jaishankar said on social media.

Over 1,500 Indian nationals have left Iran through land border crossings in Armenia and Azerbaijan since the start of the West Asia conflict over a month ago.

"A group of Indian fishermen, stranded in Iran, are returning home via Armenia today; their flight is expected to reach India this evening," a government statement said.

It said the Ministry of External Affairs continues to closely monitor the evolving situation in the West Asian region, with the safety, security and welfare of the Indian community being accorded the highest priority.

It also made a mention of five Indians being injured in Abu Dhabi on Friday.

According to Abu Dhabi authorities, the Indian nationals were among the 12 people injured by debris from an intercepted missile.

"In an attack in Abu Dhabi, five Indian nationals were injured; four have been discharged, one remains under treatment," the Indian government's statement said.

It said the Indian mission in Abu Dhabi is extending "full" assistance and coordinating with local authorities, adding that their flight is expected to reach India this evening.