Richard Sinnott

A GDPR-Compliant Dynamic Consent Mobile Application for the Australasian Type-1 Diabetes Data Network

Zhe Wang, Anthony Stell, Richard O Sinnott

Journal article  |  2023  |  HEALTHCARE

Australia has a high prevalence of diabetes, with approximately 1.2 million Australians diagnosed with the disease. In 2012, the A..

Efficient and Secure Federated Learning with Verifiable Weighted Average Aggregation

Z Yang, M Zhou, H Yu, RO Sinnott, H Liu

Journal article  |  2023  |  IEEE Transactions on Network Science and Engineering

Federated learning allows a large number of participants to collaboratively train a global model without sharing participant's loc..

Predicting reliability through structured expert elicitation with the repliCATS (Collaborative Assessments for Trustworthy Science) process.

Hannah Fraser, Martin Bush, Bonnie C Wintle, Fallon Mody, Eden T Smith, Anca M Hanea, Elliot Gould, Victoria Hemming, Daniel G Hamilton, Libby Rumpff, David P Wilkinson, Ross Pearson, Felix Singleton Thorn, Raquel Ashton, Aaron Willcox, Charles T Gray, Andrew Head, Melissa Ross, Rebecca Groenewegen, Alexandru Marcoci, et al.

Journal article  |  2023  |  PLoS One

As replications of individual studies are resource intensive, techniques for predicting the replicability are required. We introdu..

A survey of automated data augmentation algorithms for deep learning-based image classification tasks

Z Yang, RO Sinnott, J Bailey, Q Ke

Journal article  |  2023  |  Knowledge and Information Systems

In recent years, one of the most popular techniques in the computer vision community has been the deep learning technique. As a da..

Diabetic Ketoacidosis at Onset of Type 1 Diabetes and Long-term HbA1c in 7,961 Children and Young Adults in the Australasian Diabetes Data Network.

Helen F Clapin, Arul Earnest, Peter G Colman, Elizabeth A Davis, Craig Jefferies, Kym Anderson, Melissa Chee, Philip Bergman, Martin de Bock, Kung-Ting Kao, P Gerry Fegan, D Jane Holmes-Walker, Stephanie Johnson, Bruce R King, Meng Tuck Mok, Kruthika Narayan, Alexia S Peña Vargas, Richard Sinnott, Benjamin J Wheeler, Anthony Zimmermann, et al.

Journal article  |  2022  |  Diabetes Care

OBJECTIVE: The relationship between diabetic ketoacidosis (DKA) at diagnosis of type 1 diabetes and long-term glycemic control var..

Reductions in alcohol intake among young adults during the pandemic underpinned by binge drinkers and not related to changes in behavioural impulsivity

Antoinette Poulton, Clare McGinness, Sarah Clarke, Loren Richard Bruns, Richard Sinnott, Robert Hester

Conference Proceedings  |  2022  |  DRUG AND ALCOHOL REVIEW

MAPPING THE CHATTER: SPATIAL METAPHORS FOR DYNAMIC TOPIC MODELLING OF SOCIAL MEDIA

L Morandini, AR Mohammad, RO Sinnott

Journal article  |  2022  |  International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Topic modelling is a branch of Natural Language Processing (NLP) that deals with the discovery of conversation topics in a given d..

Suboptimal glycemic control in adolescents and young adults with type 1 diabetes from 2011 to 2020 across Australia and New Zealand: Data from the Australasian Diabetes Data Network registry

Steven James, Lin Perry, Julia Lowe, Margaret Harris, Maria E Craig

Journal article  |  2022  |  PEDIATRIC DIABETES

BACKGROUND: Competing challenges in adolescence and young adulthood can distract from optimal type 1 diabetes (T1D) self-managemen..

Evaluating untimed and timed abridged versions of Raven's Advanced Progressive Matrices

Antoinette Poulton, Kathleen Rutherford, Sarah Boothe, Madeleine Brygel, Alice Crole, Gezelle Dali, Loren Richard Bruns, Richard O Sinnott, Robert Hester

Journal article  |  2022  |  JOURNAL OF CLINICAL AND EXPERIMENTAL NEUROPSYCHOLOGY

INTRODUCTION: Raven's Advanced Progressive Matrices (APM) are frequently utilized in clinical and experimental settings to index i..

Mental Health During Late Pregnancy and Postpartum in Mothers With and Without Type 1 Diabetes: The ENDIA Study

Madeleine Hall, Helena Oakey, Megan AS Penno, Kelly McGorm, Amanda J Anderson, Pat Ashwood, Peter G Colman, Maria E Craig, Elizabeth A Davis, Mark Harris, Leonard C Harrison, Aveni Haynes, Claire Morbey, Richard O Sinnott, Georgia Soldatos, Peter J Vuillermin, John M Wentworth, Rebecca L Thomson, Jennifer J Couper

Journal article  |  2022  |  DIABETES CARE

OBJECTIVE: Pregnancy and type 1 diabetes are each associated with increased anxiety and depression, but the combined impact on wel..