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2020

Addition of K22 converts spider venom peptide Pme2a from an activator to an inhibitor of NaV1.7

Yin, K., Deuis, J. R., Dekan, Z., Jin, A-H., Alewood, P. F., King, G. F., Herzig, V. & Vetter, I., 19 Feb 2020, In : Biomedicines. 8, 2, p. 1-9 9 p., 37.

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Open Access
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A Deep Learning Methodology for Differentiating Glioma Recurrence from Radiation Necrosis using Multimodal MRI: Algorithm Development and Validation

Gao, Y., Xiao, X., Han, B., Li, G., Ning, X., Wang, D., Cai, W., Kikinis, R., Berkovsky, S., Di Ieva, A., Zhang, L., Ji, N. & Liu, S., 2 May 2020, (Submitted) In : JMIR Medical Informatics.

Research output: Contribution to journalArticle

An electronic clinical decision support system for the management of low back pain in community pharmacy: development and mixed methods feasibility study

Downie, A. S., Hancock, M., Abdel Shaheed, C., McLachlan, A. J., Kocaballi, A. B., Williams, C. M., Michaleff, Z. A. & Maher, C. G., 11 May 2020, In : JMIR Medical Informatics. 8, 5, 15 p., e17203.

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Chatbots in the fight against the COVID-19 pandemic

Miner, A. S., Laranjo, L. & Kocaballi, A. B., 5 May 2020, In : npj Digital Medicine. 3, p. 1-4 4 p., 65.

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Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Liu, S., Shah, Z., Sav, A., Russo, C., Berkovsky, S., Qian, Y., Coiera, E. & Di Ieva, A., 7 May 2020, In : Scientific Reports. 10, p. 1-11 11 p., 7733.

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Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States

Zhang, H., Wheldon, C., Dunn, A. G., Tao, C., Huo, J., Zhang, R., Prosperi, M., Guo, Y. & Bian, J., 1 Feb 2020, In : Journal of the American Medical Informatics Association : JAMIA. 27, 2, p. 225-235 11 p.

Research output: Contribution to journalArticle

Patient work and their contexts: scoping review

Yin, K., Jung, J., Coiera, E., Laranjo, L., Blandford, A., Khoja, A., Tai, W-T., Psillakis Phillips, D. & Lau, A. Y. S., 2 Jun 2020, In : Journal of Medical Internet Research. 22, 6, p. 1-16 16 p., e16656.

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Open Access
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Player experience of needs satisfaction (PENS) in an immersive virtual reality exercise platform describes motivation and enjoyment

Ijaz, K., Ahmadpour, N., Wang, Y. & Calvo, R. A., 11 Feb 2020, In : International Journal of Human-Computer Interaction. 36, 13, p. 1195-1204 10 p.

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2019

An immersive virtual reality platform for assessing spatial navigation memory in predementia screening: feasibility and usability study

Ijaz, K., Ahmadpour, N., Naismith, S. L. & Calvo, R. A., 3 Sep 2019, In : Jmir mental health. 6, 9, p. 1-14 14 p., e13887.

Research output: Contribution to journalArticle

Open Access
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1 Citation (Scopus)
17 Downloads (Pure)

Artificial intelligence in clinical decision support: challenges for evaluating AI and practical implications

Magrabi, F., Ammenwerth, E., McNair, J. B., De Keizer, N. F., Hyppönen, H., Nykänen, P., Rigby, M., Scott, P. J., Vehko, T., Wong, Z. S. Y. & Georgiou, A., 1 Aug 2019, In : Yearbook of Medical Informatics. 28, 1, p. 128-134 7 p.

Research output: Contribution to journalArticle

Open Access
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Automatically appraising the credibility of vaccine-related web pages shared on social media: a Twitter surveillance study

Shah, Z., Surian, D., Dyda, A., Coiera, E., Mandl, K. D. & Dunn, A. G., 4 Nov 2019, In : Journal of Medical Internet Research. 21, 11, p. 1-14 14 p., e14007.

Research output: Contribution to journalArticle

Open Access
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1 Citation (Scopus)
5 Downloads (Pure)

Building usability knowledge for health information technology: a usability-oriented analysis of incident reports

Marcilly, R., Schiro, J., Beuscart-Zéphir, M. C. & Magrabi, F., May 2019, In : Applied Clinical Informatics. 10, 3, p. 395-408 14 p.

Research output: Contribution to journalArticle

Clinical indicators for common paediatric conditions: processes, provenance and products of the CareTrack Kids study

Wiles, L. K., Hooper, T. D., Hibbert, P. D., Molloy, C., White, L., Jaffe, A., Cowell, C. T., Harris, M. F., Runciman, W. B., Schmiede, A., Dalton, C., Hallahan, A. R., Dalton, S., Williams, H., Wheaton, G., Murphy, E. & Braithwaite, J., 9 Jan 2019, In : PLoS ONE. 14, 1, p. 1-23 23 p., e0209637.

Research output: Contribution to journalArticle

Open Access
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8 Citations (Scopus)
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Efficacy of a mobile social networking intervention in promoting physical activity: quasi-experimental study

Tong, H. L., Coiera, E., Tong, W., Wang, Y., Quiroz, J. C., Martin, P. & Laranjo da Silva, L., 28 Mar 2019, In : JMIR mHealth and uHealth. 7, 3, p. 1-15 15 p., e12181.

Research output: Contribution to journalArticle

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How organisations promoting vaccination respond to misinformation on social media: a qualitative investigation

Steffens, M. S., Dunn, A. G., Wiley, K. E. & Leask, J., 23 Oct 2019, In : BMC Public Health. 19, 1, p. 1-12 12 p., 1348.

Research output: Contribution to journalArticle

Open Access
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4 Citations (Scopus)
37 Downloads (Pure)

HPV vaccine coverage in Australia and associations with HPV vaccine information exposure among Australian Twitter users

Dyda, A., Shah, Z., Surian, D., Martin, P., Coiera, E., Dey, A., Leask, J. & Dunn, A. G., Aug 2019, In : Human Vaccines and Immunotherapeutics. 15, 7-8, p. 1488-1495 8 p.

Research output: Contribution to journalArticle

Open Access
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4 Citations (Scopus)
43 Downloads (Pure)

Machine learning in clinical practice: prospects and pitfalls

Scott, I. A., Cook, D., Coiera, E. W. & Richards, B., 1 Sep 2019, In : Medical Journal of Australia. 211, 5, p. 203-205.e1 4 p.

Research output: Contribution to journalArticle

Modeling spatiotemporal factors associated with sentiment on twitter: synthesis and suggestions for improving the identification of localized deviations

Shah, Z., Martin, P., Coiera, E., Mandl, K. D. & Dunn, A. G., 8 May 2019, In : Journal of Medical Internet Research. 21, 5, p. 1-16 16 p., e12881.

Research output: Contribution to journalArticle

Open Access
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3 Citations (Scopus)
6 Downloads (Pure)

Prospective validation of a checklist to predict short-term death in older patients after emergency department admission in Australia and Ireland

Cardona, M., O'Sullivan, M., Lewis, E. T., Turner, R. M., Garden, F., Alkhouri, H., Asha, S., Mackenzie, J., Perkins, M., Suri, S., Holdgate, A., Winoto, L., Chang, D. C. W., Gallego-Luxan, B., McCarthy, S., Hillman, K. & Breen, D., Jun 2019, In : Academic Emergency Medicine. 26, 6, p. 610-620 11 p.

Research output: Contribution to journalArticle

Open Access
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3 Citations (Scopus)

Reduced verification of medication alerts increases prescribing errors

Lyell, D., Magrabi, F. & Coiera, E., 30 Jan 2019, In : Applied Clinical Informatics. 10, 1, p. 66-76 11 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

The timing and frequency of trial inclusion in systematic reviews of type 2 diabetes drugs was associated with trial characteristics

Dunn, A. G., Orenstein, L., Coiera, E., Mandl, K. D. & Bourgeois, F. T., 1 May 2019, In : Journal of Clinical Epidemiology. 109, p. 62-69 8 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Tracking a moving user in indoor environments using Bluetooth low energy beacons

Surian, D., Kim, V., Menon, R., Dunn, A. G., Sintchenko, V. & Coiera, E., 1 Oct 2019, In : Journal of Biomedical Informatics. 98, p. 1-9 9 p., 103288.

Research output: Contribution to journalArticle

Trial2rev: combining machine learning and crowd-sourcing to create a shared space for updating systematic reviews

Martin, P., Surian, D., Bashir, R., Bourgeois, F. T. & Dunn, A. G., Apr 2019, In : JAMIA Open. 2, 1, p. 15-22 8 p., ooy062.

Research output: Contribution to journalArticle

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2018

A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates

Surian, D., Dunn, A. G., Orenstein, L., Bashir, R., Coiera, E. & Bourgeois, F. T., 1 Mar 2018, In : Journal of Biomedical Informatics. 79, p. 32-40 9 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
18 Citations (Scopus)

Automated screening of research studies for systematic reviews using study characteristics

Tsafnat, G., Glasziou, P., Karystianis, G. & Coiera, E., 25 Apr 2018, In : Systematic Reviews. 7, 1, p. 1-9 9 p., 64.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
10 Downloads (Pure)

Automatic mining of symptom severity from psychiatric evaluation notes

Karystianis, G., Nevado, A. J., Kim, C. H., Dehghan, A., Keane, J. A. & Nenadic, G., 1 Mar 2018, In : International Journal of Methods in Psychiatric Research. 27, 1, p. 1-11 11 p., e1602.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
14 Downloads (Pure)

Comparing methods for estimation of heterogeneous treatment effects using observational data from health care databases

Wendling, T., Jung, K., Callahan, A., Schuler, A., Shah, N. H. & Gallego, B., 15 Oct 2018, In : Statistics in Medicine. 37, 23, p. 3309-3324 16 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Computing hierarchical summary from two-dimensional big data streams

Shah, Z., Mahmood, A. N., Barlow, M., Tari, Z., Yi, X. & Zomaya, A. Y., 1 Apr 2018, In : IEEE Transactions on Parallel and Distributed Systems. 29, 4, p. 803-818 16 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
Open Access
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79 Citations (Scopus)
109 Downloads (Pure)

Delay in reviewing test results prolongs hospital length of stay: a retrospective cohort study

Ong, M. S., Magrabi, F. & Coiera, E., 16 May 2018, In : BMC Health Services Research. 18, 1, p. 1-8 8 p., 369.

Research output: Contribution to journalArticle

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Ecological effects of cefepime use during antibiotic cycling on the Gram-negative enteric flora of ICU patients

Venturini, C., Ginn, A. N., Wilson, B. E., Tsafnat, G., Paulsen, I., Partridge, S. R. & Iredell, J. R., 27 Jul 2018, In : Intensive Care Medicine Experimental. 6, p. 1-7 7 p., 19.

Research output: Contribution to journalArticle

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Efficacy of a tool to predict short-term mortality in older people presenting at emergency departments: protocol for a multi-centre cohort study

Cardona, M., Lewis, E. T., Turner, R. M., Alkhouri, H., Asha, S., Mackenzie, J., Perkins, M., Suri, S., Holdgate, A., Winoto, L., Chang, C. W., Gallego-Luxan, B., McCarthy, S., Kristensen, M. R., O'Sullivan, M., Skjøt-Arkil, H., Ekmann, A. A., Nygaard, H. H., Jensen, J. J., Jensen, R. O. & 7 others, Pedersen, J. L., Breen, D., Petersen, J. A., Jensen, B. N., Mogensen, C. B., Hillman, K. & Brabrand, M., 1 May 2018, In : Archives of Gerontology and Geriatrics. 76, p. 169-174 6 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2 Citations (Scopus)
8 Citations (Scopus)

Heuristics and biases in cardiovascular disease prevention: how can we improve communication about risk, benefits and harms?

Bonner, C., McKinn, S., Lau, A., Jansen, J., Doust, J., Trevena, L. & McCaffery, K., 1 May 2018, In : Patient Education and Counseling. 101, 5, p. 843-853 11 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Improving patient flow and satisfaction: an evidence-based pre-admission clinic and transfer of care pathway for elective surgery patients

He, J., Gallego, B., Stubbs, C., Scott, A., Dawson, S., Forrest, K. & Kennedy, C., Apr 2018, In : Collegian. 25, 2, p. 149-156 8 p.

Research output: Contribution to journalArticle

mHealth app patient testing and review of educational materials designed for self-management of gout patients: descriptive qualitative studies

Nguyen, A. D., Frensham, L. J., Wong, M. X. C., Meslin, S. M. M., Martin, P., Lau, A. Y. S., Baysari, M. T. & Day, R. O., 1 Oct 2018, In : JMIR mHealth and uHealth. 6, 10, p. 1-12 12 p., e182.

Research output: Contribution to journalArticle

Open Access
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2 Citations (Scopus)
4 Downloads (Pure)

Patient work from a context and time use perspective: a mixed-methods study protocol

Yin, K., Harms, T., Ho, K., Rapport, F., Vagholkar, S., Laranjo, L., Coiera, E., Gershuny, J. & Lau, A. Y. S., Dec 2018, In : BMJ Open. 8, 12, p. 1-8 8 p., e022163.

Research output: Contribution to journalArticle

Open Access
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Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital

Maali, Y., Perez-Concha, O., Coiera, E., Roffe, D., Day, R. O. & Gallego, B., 2018, In : BMC Medical Informatics and Decision Making. 18, 1, p. 1-11 11 p.

Research output: Contribution to journalArticle

Open Access
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13 Citations (Scopus)
26 Downloads (Pure)

Predictive validity of the CriSTAL tool for short-term mortality in older people presenting at Emergency Departments: a prospective study

Cardona, M., Lewis, E. T., Kristensen, M. R., Skjøt-Arkil, H., Ekmann, A. A., Nygaard, H. H., Jensen, J. J., Jensen, R. O., Pedersen, J. L., Turner, R. M., Garden, F., Alkhouri, H., Asha, S., Mackenzie, J., Perkins, M., Suri, S., Holdgate, A., Winoto, L., Chang, D. C. W., Gallego-Luxan, B. & 6 others, McCarthy, S., Petersen, J. A., Jensen, B. N., Backer Mogensen, C., Hillman, K. & Brabrand, M., 1 Dec 2018, In : European Geriatric Medicine. 9, 6, p. 891-901 11 p.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
6 Downloads (Pure)

Preventing chronic disease in patients with low health literacy using eHealth and teamwork in primary healthcare: protocol for a cluster randomised controlled trial

Parker, S. M., Stocks, N., Nutbeam, D., Thomas, L., Denney-Wilson, E., Zwar, N., Karnon, J., Lloyd, J., Noakes, M., Liaw, S. T., Lau, A., Osborne, R. & Harris, M. F., 1 Jun 2018, In : BMJ Open. 8, 6, p. 1-13 13 p., e023239.

Research output: Contribution to journalArticle

Open Access
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4 Citations (Scopus)
38 Downloads (Pure)