Application Of Machine Learning Techniques To Disease Surveillance To Identify Risk Groups For Blood Borne Viruses And Sexually Transmissible Infections
Funder
National Health and Medical Research Council
Funding Amount
$76,365.00
Summary
Electronic medical records from general practice are used to provide clinically detailed disease surveillance data to inform public health decisions. Risk factor information is not systematically recorded making it difficult to identify risk groups using these data. This PhD will improve surveillance by applying new data science methods to de-identified electronic medical records from general practice to better identify risk groups for blood borne viruses and sexually transmissible infections.
Optimising EHealth Systems To Improve Medication Safety And Patient Outcomes
Funder
National Health and Medical Research Council
Funding Amount
$318,768.00
Summary
Electronic medication management systems are being implemented across the Australian health system. These systems have the potential to improve patient outcomes, but also have risks. This research will examine these benefits and risks in two vulnerable populations: children and the elderly. Novel research methods will be used to evaluate high risk medicine use and associated errors; and design interventions to improve their safety in two paediatric hospitals and 75 aged care facilities.
Protecting The Public From Emerging Infectious Diseases
Funder
National Health and Medical Research Council
Funding Amount
$2,500,000.00
Summary
Emerging infectious diseases and pandemics cause potentially enormous but unpredictable health and socioeconomic impacts. This CRE will develop and integrate new technologies, including fingerprinting the entire gene complement of micro-organisms and new electronic communication platforms, to improve the precision and speed of public health responses. We will develop ethics research-based policy frameworks to enable implementation of these technologies into public health practice and policy.
Delivering Safe And Effective Care For Children In Hospital With Ehealth Systems
Funder
National Health and Medical Research Council
Funding Amount
$660,217.00
Summary
Sydney Children’s Hospitals Network plans to implement an electronic medication management system (eMM) for all patients attending their two paediatric hospitals and an integrated electronic medical record (eMR) for oncology patients. This project will assess the effects of the eMM in reducing medication errors and associated costs across the paediatric hospitals; and evaluate the impact of the eMR on the work and patient outcomes of the paediatric oncology departments.
Post-genomic Surveillance For Communicable Disease Control
Funder
National Health and Medical Research Council
Funding Amount
$470,144.00
Summary
Genomic surveillance is now at the forefront of translational research due to recent significant advances in genomics and informatics, increasing demands for rapid detection of outbreaks and transformational impact of culture-independent testing on public health. This multi-disciplinary research will redefine existing paradigms, develop and evaluate novel systems for laboratory surveillance and offer insights into transmission dynamics of high-burden pathogens for Australia.
Near Real-time Identification Of Patient Safety Incidents Reported By Health Professionals.
Funder
National Health and Medical Research Council
Funding Amount
$324,174.00
Summary
Ten percent of admissions to Australian hospitals are associated with harm to patients. Reporting of patient safety incidents is now widespread. Current methods, which rely upon humans to manually review incident reports, do not permit timely detection of safety problems and can no longer keep up with the growing volume. This study will be the first internationally to automate the monitoring of incident reports. The outcomes have broad and immediate potential to improve the monitoring of inciden ....Ten percent of admissions to Australian hospitals are associated with harm to patients. Reporting of patient safety incidents is now widespread. Current methods, which rely upon humans to manually review incident reports, do not permit timely detection of safety problems and can no longer keep up with the growing volume. This study will be the first internationally to automate the monitoring of incident reports. The outcomes have broad and immediate potential to improve the monitoring of incidents on a local, national and international scale.Read moreRead less
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.
Personally Controlled Electronic Health Records For Young Adults With Communication Disabilities: Charting The Course For Successful Child To Adult Health Service Transition.
Funder
National Health and Medical Research Council
Funding Amount
$400,665.00
Summary
Adolescents and young adults with chronic health conditions and communication disabilities struggle to communicate their health information with service providers. This causes problems in care when moving from child to adult health services. This study will investigate their use of the Personally Controlled Electronic Health Record as a means to support timely and effective information exchange to improve healthcare for these vulnerable young adults.
Smart Evidence-based Software For Latent Tuberculosis Infection Decision Support
Funder
National Health and Medical Research Council
Funding Amount
$343,456.00
Summary
Intelligent decision-assistance software will be developed to aid clinicians and patients to make complex decisions about tuberculosis diagnosis and management. The software will be fully integrated into existing medical record technologies, and make use of the information that is contained in the medical record. The software will be used to project risks of adverse events for individual patients and illustrate them using graphical aids, leading to improved diagnosis and better patient outcomes.
Enabling Personalised Cohort Studies From Large Repositories Of Clinical Practice Data
Funder
National Health and Medical Research Council
Funding Amount
$520,968.00
Summary
We propose to leverage the information contained in large, routinely collected health datasets, by enabling personalised cohort studies on demand. Findings from these studies can be used to crowdsource prioritisation of clinical questions in need of further evidence. They can also provide an avenue to discuss and support treatment recommendations at the point-of-care.