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2025 Journal Article Omicron surge impact on acute kidney injury in ICU patients: a study using the ISARIC COVID-19 databaseDai, Danyang, Gois, Pedro Franca, Wainstein, Marina, Ghadimi, Moji, Spyrison, Nicholas, Granado, Rolando Claure-Del, Shrapnel, Sally, Pole, Jason D. and ISARIC Characterization Group (2025). Omicron surge impact on acute kidney injury in ICU patients: a study using the ISARIC COVID-19 database. PLoS One, 20 (11) e0336843, e0336843-11. doi: 10.1371/journal.pone.0336843 |
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2025 Journal Article Quantum algorithms for causal estimandsGoel, Rishi S., Myers, Casey R. and Shrapnel, Sally (2025). Quantum algorithms for causal estimands. Quantum Science and Technology, 11 (1), 015024. doi: 10.1088/2058-9565/ae20b8 |
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2025 Journal Article Global geographic and socioeconomic disparities in COVID-associated acute kidney injury: a systematic review and meta-analysisDai, Danyang, Gois, Pedro Franca, Simpson, Digby, Hedfi, Souhayel, Shrapnel, Sally and Pole, Jason Donald (2025). Global geographic and socioeconomic disparities in COVID-associated acute kidney injury: a systematic review and meta-analysis. Journal of Global Health, 15 04166, 1-26. doi: 10.7189/jogh.15.04166 |
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2025 Conference Publication WCN25-3476 Prevalence of acute kidney injury throughout COVID-19: a systematic review and meta-analysisGois, Pedro Henrique Franca, Dai, Danyang, Simpson, Digby, Hedfi, Souhayel, Shrapnel, Sally and Pole, Jason (2025). WCN25-3476 Prevalence of acute kidney injury throughout COVID-19: a systematic review and meta-analysis. ISN World Congress of Nephrology (WCN) 2025, New Delhi, India, 6 - 9 February 2025. New York, NY, United States: Elsevier. doi: 10.1016/j.ekir.2024.11.1083 |
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2025 Journal Article A systematic review of quantum machine learning for digital healthGupta, Riddhi S., Wood, Carolyn E., Engstrom, Teyl, Pole, Jason D. and Shrapnel, Sally (2025). A systematic review of quantum machine learning for digital health. npj Digital Medicine, 8 (1) 237, 237-1. doi: 10.1038/s41746-025-01597-z |
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2025 Other Outputs Global geographic and socioeconomic disparities in COVID-Associated AKI: a systematic review and meta-analysisDai, Danyang, Gois, Pedro Franca, Simpson, Digby, Hedfi, Souhayel, Shrapnel, Sally and Pole, Jason D. (2025). Global geographic and socioeconomic disparities in COVID-Associated AKI: a systematic review and meta-analysis. Centre for Health Services Research; Centre for Online Health. |
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2025 Journal Article A de Finetti theorem for quantum causal structuresCosta, Fabio, Barrett, Jonathan and Shrapnel, Sally (2025). A de Finetti theorem for quantum causal structures. Quantum, 9 1628, 1-20. doi: 10.22331/q-2025-02-11-1628 |
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2025 Conference Publication Prevalence of Acute Kidney Injury throughout COVID-19: A Systematic review and meta-analysisFranca Gois, Pedro Henrique, Gois, Pedro Franca, Simpson, Digby, Hedfi, Souhayel, Shrapnel, Sally and Pole, Jason D. (2025). Prevalence of Acute Kidney Injury throughout COVID-19: A Systematic review and meta-analysis. ISN World Congress of Nephrology (WCN) 2025, New Delhi, India, 6 - 9 February 2025. New York, NY United States: Elsevier. doi: 10.1016/j.ekir.2024.11.1083 |
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2025 Conference Publication Global Geographic and Socio-Economic Disparities in COVID-Associated Acute Kidney Injury: A Systematic Review and Meta-analysisFranca Gois, Pedro Henrique, Gois, Pedro Franca, Simpson, Digby, Hedfi, Souhayel, Shrapnel, Sally and Pole, Jason D. (2025). Global Geographic and Socio-Economic Disparities in COVID-Associated Acute Kidney Injury: A Systematic Review and Meta-analysis. ISN World Congress of Nephrology (WCN) 2025, New Delhi, India, 6 - 9 February 2025. New York, NY United States: Elsevier. doi: 10.1016/j.ekir.2024.11.1085 |
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2024 Journal Article Quantum kernel machine learning with continuous variablesHenderson, Laura J., Goel, Rishi and Shrapnel, Sally (2024). Quantum kernel machine learning with continuous variables. Quantum, 8 1570. doi: 10.22331/q-2024-12-17-1570 |
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2024 Journal Article At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methodsMesinovic, Munib, Wong, Xin Ci, Rajahram, Giri Shan, Citarella, Barbara Wanjiru, Peariasamy, Kalaiarasu M., van Someren Greve, Frank, Olliaro, Piero, Merson, Laura, Clifton, Lei, Kartsonaki, Christiana, Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Abrous, Amal, Absil, Lara, Acker, Andrew, Adachi, Shingo, Adam, Elisabeth, Adriano, Enrico, Adrião, Diana, Ageel, Saleh Al, Ahmed, Shakeel, Aiello, Marina, Ainscough, Kate, Airlangga, Eka, Aisa, Tharwat, Hssain, Ali Ait, Tamlihat, Younes Ait ... Zucman, David (2024). At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods. Scientific Reports, 14 (1) 16387. doi: 10.1038/s41598-024-63212-7 |
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2024 Conference Publication AKI in Intensive Care Unit (ICU) Patients in the Omicron Surge: Insights from a Multinational StudyGois, Pedro Henrique Franca, Dai, Danyang, Shrapnel, Sally, Wainstein, Marina, Ghadimi, Moji, Spyrison, Nicholas S., Claure-Del Granado, Rolando and Pole, Jason D. (2024). AKI in Intensive Care Unit (ICU) Patients in the Omicron Surge: Insights from a Multinational Study. Kidney Week, San Diego, CA United States, 24-27 October 2024. Philadelphia, PA United States: Wolters Kluwer. doi: 10.1681/asn.2024j8evcrgq |
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2024 Journal Article Lightweight transformers for clinical natural language processingRohanian, Omid, Nouriborji, Mohammadmahdi, Jauncey, Hannah, Kouchaki, Samaneh, Nooralahzadeh, Farhad, Clifton, Lei, Merson, Laura, Clifton, David A., Abbas, Ali, Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Abrous, Amal, Absil, Lara, Jabal, Kamal Abu, Salah, Nashat Abu, Acharya, Subhash, Acker, Andrew, Adachi, Shingo, Adam, Elisabeth, Adewhajah, Francisca, Adriano, Enrico, Adrião, Diana, Al Ageel, Saleh, Ahmed, Shakeel, Aiello, Marina, Ainscough, Kate, Airlangga, Eka ... Zucman, David (2024). Lightweight transformers for clinical natural language processing. Natural Language Engineering, 30 (5), 887-914. doi: 10.1017/S1351324923000542 |
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2024 Journal Article Optimising Clinical Epidemiology in Disease Outbreaks: Analysis of ISARIC-WHO COVID-19 Case Report Form UtilisationMerson, Laura, Duque, Sara, Garcia-Gallo, Esteban, Yeabah, Trokon Omarley, Rylance, Jamie, Diaz, Janet, Flahault, Antoine, Abdalasalam, Sabriya, Abdalhadi, Alaa Abdalfattah, Abdalla, Walaa, Abdalla, Naana Reyam, Abdalrheem, Almthani Hamza, Abdalsalam, Ashraf, Abdeewi, Saedah, Abdelgaum, Esraa Hassan, Abdelhalim, Mohamed, Abdelkabir, Mohammed, Abdukahil, Sheryl Ann, Abdulbaqi, Lamees Adil, Abdulhamid, Widyan, Abdulhamid, Salaheddin, Abdulkadir, Nurul Najmee, Abdulwahed, Eman, Abdunabi, Rawad, Abe, Ryuzo, Abel, Laurent, Abodina, Ahmed Mohammed, Abouelmagd, Khaled, Abrous, Amal ... and ISARIC Clinical Characterisation Group (2024). Optimising Clinical Epidemiology in Disease Outbreaks: Analysis of ISARIC-WHO COVID-19 Case Report Form Utilisation. Epidemiologia, 5 (3), 557-580. doi: 10.3390/epidemiologia5030039 |
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2024 Journal Article Stepping down from mere appearance: modelling the ‘actuality’ of timeShrapnel, Sally, Evans, Peter W. and Milburn, Gerard J. (2024). Stepping down from mere appearance: modelling the ‘actuality’ of time. Australasian Philosophical Review, 8 (3), 278-284. doi: 10.1080/24740500.2023.2285008 |
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2024 Journal Article Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and BarriersKamel Rahimi, Amir, Pienaar, Oliver, Ghadimi, Moji, Canfell, Oliver J., Pole, Jason D., Shrapnel, Sally, van der Vegt, Anton H. and Sullivan, Clair (2024). Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and Barriers. Journal of Medical Internet Research, 26 e49655, 1-29. doi: 10.2196/49655 |
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2024 Journal Article Characteristics and outcomes of COVID-19 patients admitted to hospital with and without respiratory symptomsCitarella, Barbara Wanjiru, Kartsonaki, Christiana, Ibáñez-Prada, Elsa D., Gonçalves, Bronner P., Baruch, Joaquin, Escher, Martina, Pritchard, Mark G., Wei, Jia, Philippy, Fred, Dagens, Andrew, Hall, Matthew, Lee, James, Kutsogiannis, Demetrios James, Wils, Evert-Jan, Fernandes, Marília Andreia, Tirupakuzhi Vijayaraghavan, Bharath Kumar, Panda, Prasan Kumar, Martin-Loeches, Ignacio, Ohshimo, Shinichiro, Fatoni, Arie Zainul, Horby, Peter, Dunning, Jake, Rello, Jordi, Merson, Laura, Rojek, Amanda, Vaillant, Michel, Olliaro, Piero, Reyes, Luis Felipe, Moharam, S.A. ... Zucman, David (2024). Characteristics and outcomes of COVID-19 patients admitted to hospital with and without respiratory symptoms. Heliyon, 10 (10) e29591, e29591. doi: 10.1016/j.heliyon.2024.e29591 |
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2024 Conference Publication Validation Of The Extended Kdigo Definition To Diagnose Acute Kidney Injury In A General Hospital Population Using The Mimic-IV DatasetWainstein, Marina, Edward, Eleanor, Spyrison, Nicholas, Rahimi, Amir Kamel, Ghadimi, Moji, Johnson, David and Shrapnel, Sally (2024). Validation Of The Extended Kdigo Definition To Diagnose Acute Kidney Injury In A General Hospital Population Using The Mimic-IV Dataset. ISN World Congress of Nephrology (WCN) 2024, Buenos Aires, Argentina, 13-16 April 2024. New York, NY United States: Elsevier. doi: 10.1016/j.ekir.2024.02.537 |
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2024 Conference Publication Learning abstract physics with immersive Virtual Reality experiencesWegener, Margaret J., Zeppetzauer, Stefan, McIntyre, Timothy J., Debs, John, Neely, Tyler, Shrapnel, Sally, Ginges, Jacinda and Madden, David (2024). Learning abstract physics with immersive Virtual Reality experiences. Australian Institute of Physics Congress, Melbourne, VIC, Australia, 1-5 December 2024. |
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2024 Conference Publication The realities of virtual reality for learning scienceWegener, Margaret J., Zeppetzauer, Stefan, McIntyre, Timothy J., Madden, David S., Debs, John, Neely, Tyler, Shrapnel, Sally, Ginges, Jacinda and Romero, Jacquiline (2024). The realities of virtual reality for learning science. Australian Conference on Science and Mathematics Education, Canberra, ACT, Australia, 18-20 September 2024. |
