Skip to content

Search

Machine learning techniques to predict diabetic ketoacidosis and HbA1c above 7% among individuals with type 1 diabetes — A large multi-centre study in Australia and New Zealand

Type 1 diabetes and diabetic ketoacidosis (DKA) have a significant impact on individuals and society across a wide spectrum. Our objective was to utilize machine learning techniques to predict DKA and HbA1c>7 %.

Twenty-One Years and Still Going Strong: A Qualitative Study Exploring the Contribution of Young Adult, Adolescent, and Stakeholder Involvement to the Resilience

Adolescence is a period of rapid transformation when meeting targets for optimal diabetes care is often challenging due to competing life demands. For more than two decades a diabetes transition clinic in Sydney, Australia, has sustained positive outcomes and demonstrated aspects of resilience in the care of individuals living with type 1 diabetes (T1D) who have transitioned from paediatric to adult care. Many studies have focused on resilience in acute care setting showever, studies that examine the factors that support resilience in settings that care for individuals with long-term, chronic conditions such as T1D are lacking.

Measuring delivery and impact in community-based health promotion initiatives: development and overview of the Healthway Evaluation Framework

Robust evaluation is critical for understanding and enhancing the impact of health promotion initiatives. However, many community-based organisations face challenges in planning and conducting evaluation due to limitations in knowledge, resources, and the applicability of existing evaluation frameworks. The Healthway Evaluation Framework, and its accompanying practical Measurement Toolkit, was designed to support evaluation planning, implementation, and reporting across diverse health promotion programs and settings.

Evolution of islet autoantibodies in the Environmental Determinants of Islet Autoimmunity (ENDIA) prospective cohort

Islet autoantibodies herald early type 1 diabetes. However, less is known of the evolution of autoantibodies to the islet autoantigen ZnT8. Our primary aim was to characterise the development of islet autoantibodies in a pregnancy-birth at-risk cohort and to provide new knowledge about ZnT8A.

What is it like living with X-linked hypophosphatemia?: results from an Australian consumer survey

X-linked hypophosphatemia (XLH) is a rare, X-linked dominant condition with a high burden of both physical and psychosocial disease. This study aimed to describe the experience and burden of disease for children and adults living with XLH in Australia by inviting affected individuals and their carers to complete an online questionnaire. Of the 46 responses, half were completed by a person with XLH, and half by carers. Thirty percent were male, 33% were aged less than 18 yr.

Six cases of ENPP1 pathogenic variants causing autosomal recessive hypophosphatemic rickets type 2 and generalized arterial calcification of infancy

Autosomal recessive hypophosphatemic rickets type 2 (ARHR2) and generalized arterial calcification of infancy (GACI) occur secondary to biallelic ectonucleotide pyrophosphate/phosphodiesterase 1 (ENPP1) loss-of-function pathogenic variants. GACI is a life-threatening condition, often presenting in the neonatal period with heart failure and hypertension, caused by calcification of the media in large- and medium-sized arteries.

Medication Use in Type 1 Diabetes and the Association with Socioeconomic Disadvantage: Analysis of a National Linked Dataset

To explore trends in the receipt of commonly prescribed medications (beyond insulin) in people with type 1 diabetes in Australia, including polypharmacy, and to investigate socioeconomic disparities across these trends.

Type 1 Diabetes

A lifelong auto-immune condition that can affect anyone, but is most commonly diagnosed in childhood.

Evaluating Type 1 Diabetes Resources to Improve Awareness and Knowledge of Type 1 Diabetes Within Community Sport Settings

A main challenge identified by youth during exercise and sport is the lack of knowledge and awareness around type 1 diabetes (T1D) particularly in community sport settings. Working with youth living with T1D, parents and community sport coaches, our team has developed resources for the T1D and sporting community. This study was to evaluate the acceptability and usability of the resources.

Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models

Technology use, including continuous glucose monitoring (CGM) and insulin pump therapy, is associated with improved outcomes in youth with type 1 diabetes (T1D). In 2017 CGM was universally funded for youth with T1D in Australia. In contrast, pump access is primarily accessed through private health insurance, self-funding or philanthropy.