Wendy Chapman

Identifying Public Healthcare Priorities in Virtual Care for Older Adults: A Participatory Research Study.

Dai Pu, Victoria Palmer, Louise Greenstock, Cathie Pigott, Anna Peeters, Lena Sanci, Michele Callisaya, Colette Browning, Wendy Chapman, Terry Haines

Journal article  |  2023  |  Int J Environ Res Public Health

UNLABELLED: There has been increasing adoption and implementation of virtual healthcare in recent years, especially with COVID-19 ..

Virtual Care Initiatives for Older Adults in Australia: Scoping Review.

Feby Savira, Adyya Gupta, Cecily Gilbert, Catherine E Huggins, Colette Browning, Wendy Chapman, Terry Haines, Anna Peeters

Journal article  |  2023  |  J Med Internet Res

BACKGROUND: There has been a rapid shift toward the adoption of virtual health care services in Australia. It is unknown how widel..

Developing a deep learning natural language processing algorithm for automated reporting of adverse drug reactions

Christopher McMaster, Julia Chan, David FL Liew, Elizabeth Su, Albert G Frauman, Wendy W Chapman, Douglas EV Pires

Journal article  |  2022  |  JOURNAL OF BIOMEDICAL INFORMATICS

The detection of adverse drug reactions (ADRs) is critical to our understanding of the safety and risk-benefit profile of medicati..

Artificial Intelligence and Deep Learning for Rheumatologists

Christopher McMaster, Alix Bird, David FL Liew, Russell R Buchanan, Claire E Owen, Wendy W Chapman, Douglas E Pires

Journal article  |  2022  |  ARTHRITIS & RHEUMATOLOGY

Deep learning has emerged as the leading method in machine learning, spawning a rapidly growing field of academic research and com..

Fostering the use of Learning Health Systems through a fellowship program for interprofessional clinicians

Sathana Dushyanthen, Meg Perrier, Wendy Chapman, Meredith Layton, Kayley Lyons

Journal article  |  2022  |  LEARNING HEALTH SYSTEMS

INTRODUCTION: To address Australian workforce needs, we developed a Learning Healthcare System (LHS) Academy fellowship program fo..

Information Extraction From Electronic Health Records to Predict Readmission Following Acute Myocardial Infarction: Does Natural Language Processing Using Clinical Notes Improve Prediction of Readmission?

Jeremiah R Brown, Iben M Ricket, Ruth M Reeves, Rashmee U Shah, Christine A Goodrich, Glen Gobbel, Meagan E Stabler, Amy M Perkins, Freneka Minter, Kevin C Cox, Chad Dorn, Jason Denton, Bruce E Bray, Ramkiran Gouripeddi, John Higgins, Wendy W Chapman, Todd MacKenzie, Michael E Matheny

Journal article  |  2022  |  J Am Heart Assoc

Background Social risk factors influence rehospitalization rates yet are challenging to incorporate into prediction models. Integr..

The Rapid Development of Virtual Care Tools in Response to COVID-19: Case Studies in Three Australian Health Services

Kathleen Gray, Wendy Chapman, Urooj R Khan, Ann Borda, Marc Budge, Martin Dutch, Graeme K Hart, Cecily Gilbert, Tafheem Ahmad Wani

Journal article  |  2022  |  JMIR FORMATIVE RESEARCH

BACKGROUND: News of the impact of COVID-19 around the world delivered a brief opportunity for Australian health services to plan n..

Designing a professional development online short course to foster Learning Healthcare Systems

Dawn Choo, Sathana Dushyanthen, Kathleen Gray, Daniel Capurro, Mark Merolli, Brian E Chapman, Douglas Pires, Graeme K Hart, Kit Huckvale, Wendy W Chapman, Kayley Lyons

Journal article  |  2022  |  INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Implementability of healthcare interventions: an overview of reviews and development of a conceptual framework

Marlena Klaic, Suzanne Kapp, Peter Hudson, Wendy Chapman, Linda Denehy, David Story, Jill J Francis

Journal article  |  2022  |  IMPLEMENTATION SCIENCE

BACKGROUND: Implementation research may play an important role in reducing research waste by identifying strategies that support t..

Telehealth and virtual health monitoring in cystic fibrosis

Tamara Vagg, Shivanthan Shanthikumar, David Morrissy, Wendy W Chapman, Barry J Plant, Sarath Ranganathan

Journal article  |  2021  |  CURRENT OPINION IN PULMONARY MEDICINE

PURPOSE OF REVIEW: At many institutions, the Covid-19 pandemic made it necessary to rapidly change the way services are provided t..