Communicating to promote engagement in using electronic medical records. This reflexive ethnographic and co-design project aims to examine how patient and family participation occurs with health professionals in using the electronic medical record within hospitals, especially for patients with complex needs. Its significance involves working with patients and families to consider how they could take part in decision making activities across transitions of care and influence health care activitie ....Communicating to promote engagement in using electronic medical records. This reflexive ethnographic and co-design project aims to examine how patient and family participation occurs with health professionals in using the electronic medical record within hospitals, especially for patients with complex needs. Its significance involves working with patients and families to consider how they could take part in decision making activities across transitions of care and influence health care activities. Outcomes are new knowledge and practices about how communication occurs with the electronic medical record and strategies adopted for effective engagement. Benefits are increased understanding of how and under what circumstances, engagement can take place in using the electronic medical record.Read moreRead less
Trails of migration out of Africa in harmful mutations of the First Peoples. This project aims to study harmful mutations specific to Indigenous populations. The process of migration out of Africa has left its footprints in the mutations present in world populations. By investigating these unique signatures, this project aims to characterise the harmful mutations specific to Aboriginal Australians using the whole genome sequences of the First Peoples. The expected outcomes will benefit future ....Trails of migration out of Africa in harmful mutations of the First Peoples. This project aims to study harmful mutations specific to Indigenous populations. The process of migration out of Africa has left its footprints in the mutations present in world populations. By investigating these unique signatures, this project aims to characterise the harmful mutations specific to Aboriginal Australians using the whole genome sequences of the First Peoples. The expected outcomes will benefit future Aboriginal health research to better understand the mutations associated with various genetic diseases.Read moreRead less
Enhancing and supporting deliberations within multidisciplinary decision teams. A group’s knowledge and reasoning processes are rarely conducted or recorded systematically; a problem particularly pressing for medical decisions made by multidisciplinary teams. This project will perform the first integration of knowledge management principles with group reasoning process models to create an online environment for enhancing the quality of group decisions and their documentation. The online environm ....Enhancing and supporting deliberations within multidisciplinary decision teams. A group’s knowledge and reasoning processes are rarely conducted or recorded systematically; a problem particularly pressing for medical decisions made by multidisciplinary teams. This project will perform the first integration of knowledge management principles with group reasoning process models to create an online environment for enhancing the quality of group decisions and their documentation. The online environment will help medical teams use documented and non-documented knowledge when more than one medical condition is present and no formal guidelines are applicable. The project advances theories of knowledge in groups and is extendable to any deliberations on complex problems.Read moreRead less
Can technology make communication in complex systems safer and more efficient? Evaluation of an electronic test management system in health care. In many industries poor communication has a major impact on safety; in health, missed test results have impacts ranging from inappropriate antibiotic therapy to missed cancer diagnoses. This research will evaluate new information technology which can improve health outcomes and communication between clinicians, laboratories and patients.
Nonparametric Machine Learning for Modern Data Analytics. This project intends to develop next-generation machine-learning methods to cope with the growing data deluge. Modern data analytics tasks need to interpret and derive values from complex, growing data. Intended outcomes of the project include new Bayesian nonparametric methods that can express arbitrary dependency amongst multiple, heterogeneous data sources with infinite model complexity, together with algorithms to perform inference an ....Nonparametric Machine Learning for Modern Data Analytics. This project intends to develop next-generation machine-learning methods to cope with the growing data deluge. Modern data analytics tasks need to interpret and derive values from complex, growing data. Intended outcomes of the project include new Bayesian nonparametric methods that can express arbitrary dependency amongst multiple, heterogeneous data sources with infinite model complexity, together with algorithms to perform inference and deduce knowledge from them; new Bayesian statistical inference for set-valued random variables that moves beyond vectors and matrices to enrich our analytics toolbox to deal with sets; and a new deterministic fast inference to meet with real-world demand.Read moreRead less
Information support tools for the trauma patient pathway. Processes such as critical supply chain management, disaster management, and trauma patient pathways need people, resources, and information to be smoothly transferred between jurisdictions, but problems can occur at each handover. This project focuses on the prehospital to hospital patient pathway and aims to develop technologies, devices, and displays to support more effective handover of patients between jurisdictions. The project will ....Information support tools for the trauma patient pathway. Processes such as critical supply chain management, disaster management, and trauma patient pathways need people, resources, and information to be smoothly transferred between jurisdictions, but problems can occur at each handover. This project focuses on the prehospital to hospital patient pathway and aims to develop technologies, devices, and displays to support more effective handover of patients between jurisdictions. The project will conduct field research, design activities, and simulation-based evaluation of prototypes with healthcare professionals. Expected outcomes are designs, technologies, and guidelines that will generalise to other multi-jurisdictional processes. Benefits are safer and more efficient handover processes.Read moreRead less