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Australian State/Territory : WA
Socio-Economic Objective : Mental Health
Research Topic : Machine learning algorithms
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  • Active Funded Activity

    Linkage Projects - Grant ID: LP210100166

    Funder
    Australian Research Council
    Funding Amount
    $395,000.00
    Summary
    Reducing self-harm and suicidal behaviours in young people in WA. Aims: reduce self-harm and suicidal behaviours in young people by upskilling teachers and providing resources to respond rapidly to students at risk via an innovative intervention with near real-time measures of changes in vulnerability. Significance: self-harm and suicidal behaviours are increasing at alarming rates in young people. Schools are ideally placed to respond but many struggle to do so. New regular measures and advance .... Reducing self-harm and suicidal behaviours in young people in WA. Aims: reduce self-harm and suicidal behaviours in young people by upskilling teachers and providing resources to respond rapidly to students at risk via an innovative intervention with near real-time measures of changes in vulnerability. Significance: self-harm and suicidal behaviours are increasing at alarming rates in young people. Schools are ideally placed to respond but many struggle to do so. New regular measures and advanced machine learning algorithms measuring change in risk in real time will enable schools to respond in a timely and effective manner and save lives. Expected outcomes: a new intervention to reduce self-harm and suicidal behaviours in young people that measures fluctuations in risk via a Temporal Vulnerability Index.
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    Active Funded Activity

    Discovery Projects - Grant ID: DP210100071

    Funder
    Australian Research Council
    Funding Amount
    $205,833.00
    Summary
    "I think; therefore I am": Loneliness and neurodevelopmental disorders. This project aims to develop a 3-D animated program for adolescents with neurodevelopmental disorders (NDDs) that alters the automatic biases arising from their everyday social communication difficulties (including via social media), which result in negative thought patterns and loneliness. Negative thought patterns, which are arguably the hallmarks of, and causal in, the development of emotional dysfunction are amplified by .... "I think; therefore I am": Loneliness and neurodevelopmental disorders. This project aims to develop a 3-D animated program for adolescents with neurodevelopmental disorders (NDDs) that alters the automatic biases arising from their everyday social communication difficulties (including via social media), which result in negative thought patterns and loneliness. Negative thought patterns, which are arguably the hallmarks of, and causal in, the development of emotional dysfunction are amplified by loneliness, and adolescents with NDDs experience significantly greater levels of loneliness. Altering these negative thought patterns via an engaging 3-D animated program offers great potential to improve educational and social-emotional outcomes along with generating economic benefits nationally and internationally.
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    Funded Activity

    Discovery Projects - Grant ID: DP110101266

    Funder
    Australian Research Council
    Funding Amount
    $422,000.00
    Summary
    Memory consolidation - Integrating cognitive science and neuroscience approaches to how we remember and how we forget. How can we forget what happened yesterday, but vividly remember our first kiss? Neuroscientists think the brain has a special mechanism to strengthen memories with time, but many psychologists disagree. The project aims to bring the brain and the mind closer together, using the cutting-edge combination of brain imaging and psychological modelling.
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    Showing 1-3 of 3 Funded Activites

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