Discovery Early Career Researcher Award - Grant ID: DE230100049
Funder
Australian Research Council
Funding Amount
$459,030.00
Summary
Towards automated Australian Sign Language translation. This project aims to address the computational modelling of Auslan. The project expects to generate knowledge by creating the largest Auslan dataset, enabling further advancements in this research area. The dataset will also play an essential role in other research fields, e.g., sign linguistics. Expected outcomes include the invention of the first Auslan recogniser and generator capable of distinguishing and synthesising 1000+ signs, repre ....Towards automated Australian Sign Language translation. This project aims to address the computational modelling of Auslan. The project expects to generate knowledge by creating the largest Auslan dataset, enabling further advancements in this research area. The dataset will also play an essential role in other research fields, e.g., sign linguistics. Expected outcomes include the invention of the first Auslan recogniser and generator capable of distinguishing and synthesising 1000+ signs, representing a substantial advancement towards fully automated Auslan translation. This should provide significant benefits for the Australian Deaf community, such as high-quality digital systems for education and communication, resulting in increased quality of life and inclusion in the Australian society.Read moreRead less
Innovation In The Synthesis And Translation Of Research Evidence To Inform The Prevention, Management And Treatment Of Chronic Disease In Indigenous Populations
Funder
National Health and Medical Research Council
Funding Amount
$2,642,121.00
Summary
Chronic disease remains the principal cause of health inequality for Indigenous Australians. Primary care is critical to mounting a health system response. The Aboriginal community controlled sector is at the coal face of chronic disease management, yet requires the synthesis, utilisation, development, evaluation and translation of evidence to practice. CREATE was established for this purpose
Rapidly giving intravenous fluid to prevent or treat shock (fluid resuscitation) is one of the commonest treatments given to critically ill patients. Current guidelines recommend crystalloid solutions but it is unknown whether any particular crystalloid is better than others. This trial will determine whether the use of one of two crystalloid fluids, saline or PlasmaLyte, reduces the risk of organ injuries, such as kidney failure, and improves patients chances of surviving critically illness.
Social buffering of fear inhibition in adolescent rats. Adolescence is an important time when individuals learn to manage stress-related emotions like fear. Peers can help, or hinder, individuals to regulate fear. This project aims to understand how, when, and for whom social buffering of fear regulation occurs during adolescence. It uses a behavioural, pharmacological, and neural approach to explore these issues. The project aims to close the gap in understanding of how social companions affect ....Social buffering of fear inhibition in adolescent rats. Adolescence is an important time when individuals learn to manage stress-related emotions like fear. Peers can help, or hinder, individuals to regulate fear. This project aims to understand how, when, and for whom social buffering of fear regulation occurs during adolescence. It uses a behavioural, pharmacological, and neural approach to explore these issues. The project aims to close the gap in understanding of how social companions affect basic learning and memory processes in an understudied population of adolescents. The expected outcomes of this project include a richer knowledge of how peers shape emotional regulation during development, which will ultimately inform social-based approaches for improving emotion regulation in youth.
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Treatment Of Invasively Ventilated Adults With Early Activity And Mobilisation
Funder
National Health and Medical Research Council
Funding Amount
$1,467,137.00
Summary
The sickest patients in intensive care units (ICUs) receive prolonged, invasive support for their breathing. This is currently managed with complete bed rest, and results in severe muscle weakness, increased duration of hospital stay and poor recovery. We have found that early activity and mobilisation during invasive breathing support is safe and may improve survival and recovery. We will test early activity and mobilisation in a large randomised controlled trial of 750 ICU patients.
This project will investigate the causes of respiratory disease and poor lung function across the life course. Using existing lung health data from Australia and Europe, we will determine which behavioral, environmental, occupational, nutritional, other modifiable lifestyle, or genetic factors play a role in lung health. This research will enable the development of a personalised risk predictor application for implementation with patients and health care providers as well as the general public.
Relaxin-3/RXFP3 Signalling And Regulation Of Affective Behaviour _ Studies In Normal/transgenic Mice
Funder
National Health and Medical Research Council
Funding Amount
$578,268.00
Summary
Mental illness is a significant social and economic burden worldwide and knowledge of the underlying causes and more effective therapies are required. Our research aims to use pre-clinical animal models to characterize a little studied brain neuronal network implicated in control of arousal and stress, which could lead to improved treatment of psychiatric disorders such as depression.
Selective Estrogen Receptor Modulators (SERMs) - A Potential New Treatment For Women Of Child-bearing Age With Psychotic Symptoms Of Schizophrenia
Funder
National Health and Medical Research Council
Funding Amount
$210,480.00
Summary
Schizophrenia is a devastating illness urgently requiring a new treatment approach. We have discovered that estrogen is an effective treatment for women with schizophrenia and are currently trialling a safer Selective Estrogen Receptor Modulator (SERM) known as brain estrogen� in postmenopausal women with schizophrenia. Regulatory permission is now available to trial the SERM in younger women, and we seek to extend our current SERM study into child bearing age women with schizophrenia.
Improving Quality Of Life In Late Stage Bipolar Disorder: RCT Of A Novel Psychological Treatment
Funder
National Health and Medical Research Council
Funding Amount
$1,083,620.00
Summary
Hundreds of thousands of Australians have bipolar disorder and receive minimal benefit from existing drug and psychological treatments. ORBIT 2.0 is a new low-intensity online treatment using mindfulness strategies to improve quality of life in this poorly served ‘late stage’ group. Pilot testing suggests ORBIT is effective. This project will refine the intervention and is expected to confirm its clinical and cost effectiveness prior to international roll-out.
From Brain Maps To Mechanisms: Modeling The Pathophysiology Of Schizophrenia
Funder
National Health and Medical Research Council
Funding Amount
$320,891.00
Summary
My Fellowship will develop a framework that integrates brain imaging data with mathematical models of the brain to help understand the mechanisms responsible for schizophrenia. By linking functional Magnetic Resonance Imaging (fMRI) measurements to models of their underlying causes, the work may lead to new treatments that target the specific dysfunction in individuals with this debilitating brain disorder.