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A systematic review of the use of artificial intelligence in mental health–based diabetes care: Current applications and future directions

To map and systematise existing research on the use of artificial intelligence (AI) in mental health-based diabetes care contexts, identify trends and potential gaps in the literature, examine methodological limitations and highlight future research directions.

Application of the paediatric medical traumatic stress model to the mental health experience of young people living with type 1 diabetes: a qualitative study

Despite the various traumatic events that a young person living with type 1 diabetes (T1D) may experience, little is known about the burden and manifestation of traumatic stress in this population. Though mental health outcomes have been explored generally, medical trauma-sensitive approaches to understanding these experiences remain limited. We utilised a qualitative descriptive approach to explore the impact of T1D on young people’s mental health through the paediatric medical traumatic stress model.

Islet autoimmunity in young First Nations women with prediabetes and type 2 diabetes

Type 1 diabetes in First Nations peoples is low yet type 2 diabetes is at epidemic proportions. This study aimed to determine the prevalence of islet autoimmunity in First Nations women with dysglycaemia and its association with clinical features.

“I don't think either of us have really got over the diagnosis.” Caregiver perspectives on medical trauma in adolescent type 1 diabetes; a trauma-informed qualitative investigation

Type 1 Diabetes (T1D) is a 'family illness'; diagnoses and management can be perceived as invasive or traumatic. Caregivers bear the brunt of the diagnostic shock, influencing their child's experience. Children and adolescents may grapple with the psychological effects of past/ongoing medical trauma. Additionally, adolescents may struggle with their mental health as they navigate tensions between caregiver involvement and their developmental need for autonomy.

Cardiometabolic Biomarkers and Prediction of Kidney Disease Progression: The eGFR Cohort Study

Traditional markers modestly predict chronic kidney disease progression in Aboriginal and Torres Strait Islander people. Therefore, we assessed associations of cardiometabolic and inflammatory clinical biomarkers with kidney disease progression among Aboriginal and Torres Strait Islander people with and without diabetes.

Prevalence of type 2 diabetes among global Indigenous adult populations: a systematic review

Despite evidence documenting high prevalence of type 2 diabetes among several Indigenous populations, a comprehensive systematic review of type 2 diabetes among global Indigenous Peoples has not been recently conducted. Our aim was to report region-, time-, age- and sex-specific type 2 diabetes prevalence among Indigenous adult populations globally.

Care provided to women during and after a pregnancy complicated by hyperglycaemia: the impacts of a multi-component health systems intervention

Aboriginal and Torres Strait Islander women experience a disproportionate burden of hyperglycaemia in pregnancy. A multi-component health systems intervention aiming to improve antenatal and postpartum care was implemented across Australia’s Northern Territory (NT) and Far North Queensland (FNQ) between 2016 and 2019. Components included clinician education, improving recall systems, enhancing policies and guidelines, and embedding Diabetes in Pregnancy (DIP) Clinical Registers in systems of care. This program was evaluated to determine impacts on clinical practice and maternal health.

Psychological and self care outcomes for children and adolescents living with type 1 diabetes and their caregivers attending diabetes camp: A mixed methods study

Diabetes camps for children and adolescents living with Type 1 Diabetes (T1D) offer an important opportunity to foster self-efficacy and 'common humanity', a sense that they are not alone in their challenges. The current study primarily aimed to assess whether psychological wellbeing, diabetes self care behaviours and HbA1c improved amongst campers and their caregivers, and whether these would be sustained at 3- and 6-months.

NMR Spectroscopy-Based Lipoprotein and Glycoprotein Biomarkers Differentiate Acute and Chronic Inflammation in Diverse Healthy and Disease Population Cohorts

Understanding the distribution and variation in NMR-based inflammatory markers is crucial to the evaluation of their clinical utility in disease prognosis and diagnosis. We applied high-resolution 1H NMR spectroscopy of blood plasma and serum to measure the acute phase reactive glycoprotein signals  and the subregions of the lipoprotein-based Supramolecular Phospholipid Composite signals in a large multicohort population study.

Teaching Kitchens: An innovative program for enhancing self-management skills in adolescents living with type 1 diabetes (T1D) – A feasibility study

Adolescents living with type 1 diabetes (T1D) are faced with unique challenges to nutrition management. The current Perth Children's Hospital (PCH) T1D management model includes individualised education at diagnosis and annual reviews. Currently, no group education is provided to develop self-management skills for healthy meal preparation. Teaching Kitchens offers a skills-based program in food literacy and nutrition. This feasibility study explored if a Teaching Kitchens program at PCH engaged adolescents aged between 13 and 17 years, living with T1D.