Publications
Explore our research impact
Below are outputs of our work in Digital Health.
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Year Publication details 2026 Comparing Large Language Models and Traditional Machine Translation Tools for Translating Medical Consultation Summaries: Quantitative Pilot Feasibility Study
Andy Li, Wei Zhou, Rashina Hoda, Chris Bain, Peter Poon2026 Using clinical simulation to evaluate a video telehealth consultation summary application
Teresa O’Brien, Kit Huckvale, Olivia Metcalf, Wendy Chapman, Hasan Ferdous, Rashina Hoda, Peter Poon, Andy Li, Laura Bird, Isabella Hall, Emmy Trinh, Christopher Bain, Sam Georgy, Xiao Chen, Mahima Kalla2026 From Framework to Practice: Designing a Real-World Telehealth Application for Palliative Care
Wei Zhou, Rashina Hoda, Andy Li, Chris Bain, Laura Bird, Emmy Trinh, Peter Poon, Teresa O’ Brien, Mahima Kalla, Olivia Metcalf, Wendy Chapman, Joycelyn Ling, Sam Georgy, David Bevan2025 Understanding Experiences of Telehealth in Palliative Care: Photo Interview Study
Mahima Kalla, Teresa O'Brien, Olivia Metcalf, Rashina Hoda, Xiao Chen, Andy Li, Catriona Parker, Michael Edward Franco, Sam Georgy, Kit Huckvale, Christopher Bain, Peter Poon -
Year Publication details 2026 Association Discovery Approach in Healthcare Big Data to Identify Drug Safety and Drug Repurposing Signals
George SQ Tan, Lynn Miller, Sam Wade, Jenni Ilomäki, Dickson Lukose, Jia Rong, Geoffrey I Webb2026 Clinically Aligned Geometry Constraints for Robust IVUS Vessel Boundary Segmentation
Yunshu Chen, Litao Yang, Giuseppe Di Giovanni, Jordan Tan, Deval Mehta, Andrew Lin, Derek Chew, Masasi Fujino, Julie Butters, Stephen Nicholls, Zongyuan Ge, Kyung Hoon Cho2025 Comparative analysis of cardiometabolic multimorbidity predictors in China and the USA: A machine learning approach
Jingjing Zhu, Zumin Shi, Zongyuan Ge, Xiaohan Yi, Xiangjun Zhang, Wanjing He, Hualing Song, Xianglong Xu2025 Smartwatch-Based Data Analytics and Feature Selection for Heart Failure Assessment
Xu-Jun Jian, Chao-Hung Wang, Tieh-Cheng Fu, Shiyang Lyu, David Taniar, Tun-Wen Pai -
Year Publication details 2026 A pragmatic risk-stratified framework for using large language models in intensive care medicine: A narrative review
N Devanan, S Verghese, S Bacchi, C Bain, A Subramaniam, K Sundararajan2026 Hierarchical deep learning for Pulmonary structures segmentation in surgical planning
Chang Yuwen, Litao Yang, Zhen Yu, Jize Liu, Xin Wang, Chao Zheng, Qingru Ji, Jianhao Xiong, Xuelian Cheng, Zongyuan Ge2026 HandovAR: Towards AR and AI Support for ICU Nurse Handover
Mengxing Li, Phoebe Zhang, Jiazhou Liu, Agnes Haryanto, Kadek Ananta Satriadi, Trung Nguyen, Deval Mehta, Zerina Lokmic-Tomkins, Tim Dwyer2026 Investigating EEG Markers of Responsiveness to Surgical Noxious Stimuli under Propofol Anaesthesia
Vidushani Dhanawansa, Jamie Sleigh, Amy Gaskell, Adeel Razi, Levin Kuhlmann2025 Cortical connectivity, local dynamics and stability correlates of global conscious states
Levin Kuhlmann, Yun Zhao, Naotsugu Tsuchiya, Mario Boley, Yueyang Liu, Philippa Karoly, Andria Pelentritou, William Woods, David Liley2025 To Stent or Not to Stent: Is It a Question? Routine Trans- Cystic Stenting Does Not Reduce Biliary Anastomotic Strictures Post- Liver Transplantation
Marcos Vinicius Perini, Eunice Lee, Michael Fink, Graham Starkey, Osamu Yoshino, Bartholomew McKay, Ruelan Furtado, Enes Makalic, Robert Jones -
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Year Publication details 2026 Nil 2025 Lessons Learnt from Expert-Centred Studies Exploring Opportunities and Challenges for Immersive Forensic Investigation
Vahid Pooryousef, Tim Dwyer, Richard Bassed, Maxime Cordeil, Lonni Besançon -
Year Publication details 2026 Utilization and treatment patterns of subsidized gender affirming hormone therapy in Australian trans and gender diverse people from 2013–2023
S Wade, G Tan, R Lane, B Nolan, C Bain, J Ilomaki2026 Giving voice to the Deaf community: co-designing a Bangla Mental Health Sign Language Bank in Bangladesh
M Tasdik Hasan, Md Khalid Hossain, Jessica Watterson, Manika Saha, Natasha Layton, MD Jahirul Islam, Helal Uddin Ahmed, Delvin Varghese, Roisin McNaney2026 Dungudbila: Co-designing a Culturally Safe Digital Pregnancy Education App with First Nations Women in the Northern Territory
Jessica Murray, Kiarna Brown, Delvin Varghese, Ananya Alagh, Jessica McKenzie, Jacqueline Anne Boyle2026 PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics
Yaling Shen, Stephanie Fong, Yiwen Jiang, Zimu Wang, Feilong Tang, Qingyang Xu, Xiangyu Zhao, Zhongxing Xu, Jiahe Liu, Jinpeng Hu, Dominic Dwyer, Zongyuan Ge2025 It hears, it sees too: Multi-modal LLM for depression detection by intregrating visual understanding into audio language models
Xiangyu Zhao, Yaling Shen, Yiwen Jiang, Zimu Wang, Jiahe Liu, Maxmartwell H Cheng, Guilherme C Oliveira, Robert Desimone, Dominic Dwyer, Zongyuan Ge -
Year Publication details 2026 Predicting disease-specific histone modifications and functional effects of non-coding variants by leveraging DNA language models
Xiaoyu Wang, Tong Pan, Sihan Chen, Geoffrey I Webb, Yunzhe Jiang, Joel Rozowsky, Mark Gerstein, Jiangning Song2026 Association Discovery Approach in Healthcare Big Data to Identify Drug Safety and Drug Repurposing Signals
George SQ Tan, Lynn Miller, Sam Wade, Jenni Ilomäki, Dickson Lukose, Jia Rong, Geoffrey I Webb2026 Multimodal CT Perfusion–Based Deep Learning for Predicting Stroke Lesion Outcomes in Complete and No Recanalization Scenarios
H Yang, Y George, D Mehta, L Lin, C Chen, D Yang, J Sun, KF Lau, C Bain et al2026 Prospective analysis of long-term trajectories of functional scores before and after a diagnosis of stroke
Xianwen Shang, Lei Liu, Xueli Zhang, Yu Huang, Xiayin Zhang, Danli Shi, Yanxian Chen, Zhuoting Zhu, Zongyuan Ge, Wei Wang, Honghua Yu, Mingguang He2025 Virtual Full-stack Scanning of Brain MRI via Imputing Any Quantised Code
Yicheng Wu, Tao Song, Zhonghua Wu, Zongyuan Ge, Zhaolin Chen, Jianfei Cai -
Year Publication details 2026 Natural environment and gestational diabetes risk in Australia: a spatiotemporal ecological regression approach
Wubet Worku Takele, Siew Lim, Lachlan L Dalli, Richard Beare, Kiki Adhinugraha, David Taniar, Siqin Wang, Jacqueline A Boyle2026 AutoCumulus: an automated mammographic density measure created using artificial intelligence
Osamah Al-Qershi, Tuong L Nguyen, Michael S Elliott, Daniel F Schmidt, Enes Makalic, Shuai Li, Samantha K Fox, James G Dowty, Carlos A Peña-Solorzano, Chun Fung Kwok, Yuanhong Chen, Chong Wang, Jocelyn Lippey, Peter Brotchie, Gustavo Carneiro, Davis J McCarthy, Yeojin Jeong, Joohon Sung, Helen ML Frazer, John L Hopper2026 AI-based BRAIx risk score for the intermediate-term prediction of breast cancer: a population cohort study
Helen ML Frazer, John L Hopper, Tuong L Nguyen, Michael S Elliott, Katrina M Kunicki, Osamah Al-Qershi, Daniel F Schmidt, Enes Makalic, Shuai Li, Samantha K Fox, James G Dowty, Carlos A Peña-Solorzano, Chun Fung Kwok, Yuanhong Chen, Chong Wang, Jocelyn Lippey, Peter Brotchie, Gustavo Carneiro, Fredrik Strand, Davis J McCarthy2025 Multimodal Causal Machine Learning for Fetal Asphyxia Risk Prediction from Imperfect Monitoring Signals
Debjyoti Karmakar, Lochana Mendis, Emerson Keenan, Marimuthu Palaniswami, Enes Makalic, Fiona Brownfoot -
Year Publication details 2026 Meteorological Drivers of Influenza Spread in New South Wales: A Spatial Bayesian Distributed Lag Non-linear Model Approach
Mohammad Khan, Oyelola Adegboye, Shiyang Lyu, Kiki Adhinugraha, Theophilus Emeto, David Taniar2026 An integrated case–based leptospirosis surveillance dataset with environmental context from a tropical coastal city in Indonesia, 2018—2023
Kiki Adhinugraha, Vincentia Rizke Ciptaningtyas, Rebriarina Hapsari, Gede Agung Ary Wisudiawan, Wiwik Dwi Lestari, Jeremia BMP Hutapea, Syefi Berliana Pakpahan, David Taniar2026 Lifestyle medicine integrated care models in primary care and factors that contribute to their effective implementation: a rapid scoping review
Emma King, David Taniar, Sam Manger, Karen Carlisle2026 A Critical Systematic Review of Modelling Approaches and Methodologies used in Hyperlipidaemia Economic Evaluations
K Vivoda, H Koh, T Abebe, S Rodda, C Bain, Z Ademi2026 Consumer Attitudes Towards AI in Digital Health: A Mixed-Methods Survey in Australia
Wei Zhou, Rashina Hoda, Joycelyn Ling2025 A scoping review of the governance of federated learning in healthcare
Rebekah Eden, Ignatius Chukwudi, Chris Bain, Sebastiano Barbieri, Leonie Callaway, Susan de Jersey, Yasmeen George, Alain-Dominique Gorse, Michael Lawley, Peter Marendy, Steven M McPhail, Anthony Nguyen, Mahnaz Samadbeik, Clair Sullivan2025 Challenges for implementing generative artificial intelligence (GenAI) into clinical healthcare
Lynden J Roberts, Rajiv Jayasena, Sankalp Khanna, Leslie Arnott, Paul Lane, Chris Bain2025 Charting the course: Insights into EMR usability from Australian clinicians–A national survey
S Lloyd, A Oshni Alvandi, Y Probst, J Roach, R Olley, C Bain2025 A General-Purpose Multimodal Foundation Model for Dermatology
Siyuan Yan, Zhen Yu, Clare Primiero, Cristina Vico-Alonso, Zhonghua Wang, Litao Yang, Philipp Tschandl, Ming Hu, Gin Tan, Vincent Tang, Aik Beng Ng, David Powell, Paul Bonnington, Simon See, Monika Janda, Victoria Mar, Harald Kittler, H Peter Soyer, Zongyuan Ge