DEEP LEARNING AND PHYSIOLOGY BASED APPROACH TO DERIVE AND LINK OBSTRUCTIVE SLEEP APNOEA PHENOTYPES AND SYMPTOMATOLOGY
Funder
National Health and Medical Research Council
Funding Amount
$402,978.00
Summary
Obstructive sleep apnoea (OSA) is a highly prevalent nocturnal breathing disorder strongly related to daytime sleepiness, accident risk and reduced quality of life. However, the current severity index, the apnoea-hypopnoea index, poorly predicts daytime sleepiness and vigilance. In this project we elegantly combine physiological insight and artificial intelligence to develop and evaluate novel clinically applicable computational tools for detailed quantification of OSA severity and its symptoms.
Harnessing Information Technology To Improve Self-management Behaviours And Health Outcome In People With Heart Failure: A Smarthome Ecosystem Living Lab Study
Funder
National Health and Medical Research Council
Funding Amount
$1,120,226.00
Summary
The burden of heart failure in Australia is substantial. Management of heart failure is complex and requires self-management of symptoms and behaviour change, which requires ongoing education and support to achieve. Current approaches for supporting self-management do not meet the needs of people with heart failure or the healthcare system. This Australian first project aims to co-design an intelligent smart home ecosystem (Smart Heart) to support the management for people with heart failure.
A Practice Change For Patients With Severe Chronic, Clinically Unexplained Gastrointestinal Symptoms: A Randomised, Controlled Intervention To Assess Efficacy And Cost-effectiveness
Funder
National Health and Medical Research Council
Funding Amount
$1,276,080.00
Summary
Unexplained chronic gastrointestinal symptoms are extremely common and costly to the health system. Currently patients are managed in the hospital setting with the 'typical' face-to-face office-based model which sees the clinician spending valuable time gathering information and often treatments (e.g. allied health) delivered in a non-standard way. This project will evaluate the effectiveness of a new standard best-practice clinical model with a structured technology enabled management approach.
Strain-level Characterisation And Visualisation Of The Mucosal Microbial Communities Associated With Inflammatory Bowel Disease (IBD) For The Development Of Novel Biotherapeutics
Funder
National Health and Medical Research Council
Funding Amount
$1,181,878.00
Summary
Australia has one of the highest incidence rates in the world of Inflammatory Bowel Disease (IBD), a debilitating inflammatory condition of the gastrointestinal tract. Cutting-edge molecular and visualisation technologies will be used to examine the role of the gut microbiome in IBD, and identify specific members of this community to be used as new therapies to suppress inflammation and improve outcomes for patients with IBD.