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Spectrum: Autism Research News

Tag: machine learning

October 2021
Annimation of eye tracking application following the pupil in a man's eye.

Web app tracks pupil size in people, mice

by  /  8 October 2021

The app relies on artificial intelligence and could help researchers standardize studies of pupil differences in autistic people and in mouse models of autism.

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June 2021
Close up of phone with Cognoa app in use, apparently taking video or a photo of a child exhibiting stimming behaviors or repetitive motions.

Green light for diagnostic autism app raises questions, concerns

by  /  24 June 2021

The U.S. Food and Drug Administration has given the okay to an app designed to help clinicians diagnose autism in children, but some researchers have concerns about its use.

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May 2021
3D mouse rendering

Virtual mouse helps scientists track behavior

by  /  27 May 2021

An animated mouse reenacts common behavioral experiments and can be used to train algorithms that automatically track lab animals’ movements.

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Chart compiling the deletions and duplications linked to various neurodevelopmental traits.

Massive analysis scores genes’ sensitivity to mutations

by  /  5 May 2021

Researchers have rated more than 17,000 genes, including many linked to autism and other neuropsychiatric conditions, according to their sensitivity to deletions and duplications.

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March 2021
Boy in brain-like tunnel looking towards the light

Puberty and autism: An unexplored transition

by  /  24 March 2021

Researchers are just beginning to learn what happens in the brains of autistic children during adolescence to explain their unique social, cognitive and emotional challenges.

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February 2021
Child with clinician, making eye contact

Algorithm ‘sees’ when people’s eyes meet

by  /  25 February 2021

A new machine-learning tool detects eye contact during recorded face-to-face interactions as accurately as expert observers can.

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Genetic variants in protein target sites may contribute to autism

by  /  12 February 2021

Mutations that disrupt binding sites in RNA molecules may play a role in autism and a variety of psychiatric conditions, according to a new study.

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Serotonin proteins

Sensor helps scientists spy on serotonin activity in mice in real time

by  /  5 February 2021

A glowing protein tracks serotonin levels and location in the brains of living mice and could yield clues to the neurotransmitter’s role in autism.

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January 2021
computational neural network in red and blue lines.

Computational technique recapitulates neuron shapes

by  /  11 January 2021

A new method automatically reconstructs the 3D branching shapes of neurons from images.

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November 2020
Fifteen different drugs commonly prescribed to people with autism created unique behavioral signatures in mice.

‘MoSeq’ identifies drug-specific behaviors in autism mouse model

by  /  2 November 2020

A tool that relies on video cameras and machine learning can identify mice that have mutations in a top autism gene by their behaviors. It also detects how a widely used autism drug affects their movements.

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