Projects per year
Fingerprint
Dive into the research topics where Centre for Health Informatics is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Nida Afzal
- Australian Institute of Health Innovation - Professional Casual
- Faculty of Medicine, Health and Human Sciences
- Centre for Health Informatics
Person: Professional, Doctor of Philosophy
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Saba Akbar
- Australian Institute of Health Innovation - Professional Casual
- Centre for Health Informatics
Person: Professional
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Shlomo Berkovsky
- Australian Institute of Health Innovation - Professor
- Centre for Health Informatics
- Lifespan Health and Wellbeing Research Centre
Person: Teaching and research
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To develop a multimodal AI model trained on mIF imaging and patient-specific clinical data to predict immunotherapy response
Rana, P. (Primary Chief Investigator) & Liu, S. (Chief Investigator)
1/07/25 → 31/12/25
Project: Research
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Evaluating AI generated care advice for consumers
Magrabi, F. (Primary Chief Investigator), Coiera, E. (Chief Investigator) & Fraile Navarro, D. (Chief Investigator)
22/05/25 → 22/05/26
Project: Research
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Improving the governance of AI in Australian health services
Magrabi, F. (Primary Chief Investigator), Coiera, E. (Chief Investigator), Freeman, S. (Chief Investigator), Sharif, S. (Partner Investigator) & Mirapuri, A. (Partner Investigator)
1/05/25 → 30/11/26
Project: Research
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BraTS-UMamba: adaptive Mamba UNet with dual-band frequency based feature enhancement for brain tumor segmentation
Yao, H., Xiong, H., Liu, D., Shen, H. & Berkovsky, S., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025: 28th International Conference, 2025, Proceedings Part XVI. Gee, J. C., Alexander, D. C., Hong, J., Iglesias, J. E., Sudre, C. H., Venkataraman, A., Golland, P., Kim, J. H. & Park, J. (eds.). Switzerland: Springer, Springer Nature, p. 98-107 10 p. (Lecture Notes in Computer Science; vol. 15975).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Adaptive clustering for EGFR amplification prediction in glioblastoma: a Variational Autoencoder-Dirichlet Bayesian Gaussian approach
Mehr, H. D., Cong, C., Noorani, I., Ieva, A. D. & Liu, S., 23 Jun 2025, Artificial Intelligence in Medicine: 23rd International Conference, AIME 2025, Proceedings, Part I. Bellazzi, R., Juarez Herrero, J. M., Sacchi, L. & Zupan, B. (eds.). Switzerland: Springer, Springer Nature, p. 88-97 10 p. (Lecture Notes in Artificial Intelligence; vol. 15734).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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ADSI-MIMO: adaptive stain imputation with multi-input and multi-output learning for multiplex immunofluorescence imaging
Li, X., Rana, P., N. Gide, T., Adegoke, N. A., Mao, Y., Berkovsky, S., Coiera, E., Wilmott, J. S. & Liu, S., 1 Jul 2025, (Submitted) 17 p. (bioRxiv The Preprint Server for Biology).Research output: Working paper › Preprint
Prizes
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1st Place: 9th Annual Macquarie University EnCouRage Research Symposium
Jackson, T. (Recipient), 17 Oct 2024
Prize
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1st Place Poster Presentation: Macquarie University 9th Annual EnCouRage Research Symposium
Rahimi Ardabili, H. (Recipient), 17 Sept 2024
Prize
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2011 Best student paper award American Medical Informatics Association Annual Symposium
Coiera, E. (Recipient) & Ong, M. S. (Recipient), 2011
Prize
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AI in Medical Image Computing
Liu, S. (Invited speaker)
18 Jun 2023Activity: Talk or presentation › Invited talk
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International Conference on Nano Bio Intelligence
Liu, S. (Participant)
15 Jun 2023 → 18 Jun 2023Activity: Participating in or organising an event › Organising a conference, workshop or event series
Press/Media
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A new breed of AI is changing healthcare. But it comes with a warning.
29/04/23
1 item of Media coverage
Press/Media: Research
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How Pokémon GO 'kept people sane' during lockdown
Yin, K., Ellis, L., Lee, M., Ijaz, K., Smith, J. & Braithwaite, J.
27/05/21
1 item of Media coverage
Press/Media: Research
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'Consistent evidence' social media pushes non-smokers into vaping
Laranjo, L.
29/12/19
1 item of Media coverage
Press/Media: Expert Comment