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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 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 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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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 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 Journal Article Quantum kernel evaluation via Hong-Ou-Mandel interferenceBowie, Cassandra, Shrapnel, Sally and Kewming, Michael (2024). Quantum kernel evaluation via Hong-Ou-Mandel interference. Quantum Science and Technology, 9 (1) 015001, 1-10. doi: 10.1088/2058-9565/acfba9 |
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2023 Journal Article Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacyKamel Rahimi, Amir, Ghadimi, Moji, van der Vegt, Anton H., Canfell, Oliver J., Pole, Jason D., Sullivan, Clair and Shrapnel, Sally (2023). Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy. BMC Medical Informatics and Decision Making, 23 (1) 207, 1-14. doi: 10.1186/s12911-023-02306-0 |
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2023 Journal Article Major adverse cardiovascular events (MACE) in patients with severe COVID-19 registered in the ISARIC WHO clinical characterization protocol: a prospective, multinational, observational studyReyes, Luis Felipe, Garcia-Gallo, Esteban, Murthy, Srinivas, Fuentes, Yuli V., Serrano, Cristian C., Ibáñez-Prada, Elsa D., Lee, James, Rojek, Amanda, Citarella, Barbara Wanjiru, Gonçalves, Bronner P., Dunning, Jake, Rätsep, Indrek, Viñan-Garces, Andre Emilio, Kartsonaki, Christiana, Rello, Jordi, Martin-Loeches, Ignacio, Shankar-Hari, Manu, Olliaro, Piero L., Merson, Laura, Abbas, Ali, Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abebrese, Franklina Korkor, Abel, Laurent, Abrous, Amal, Absil, Lara, Acharya, Subhash, Acker, Andrew ... Zucman, David (2023). Major adverse cardiovascular events (MACE) in patients with severe COVID-19 registered in the ISARIC WHO clinical characterization protocol: a prospective, multinational, observational study. Journal of Critical Care, 77 154318, 1-13. doi: 10.1016/j.jcrc.2023.154318 |
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2023 Journal Article A multi-country analysis of COVID-19 hospitalizations by vaccination statusGonçalves, Bronner P., Jassat, Waasila, Baruch, Joaquín, Hashmi, Madiha, Rojek, Amanda, Dasgupta, Abhishek, Martin-Loeches, Ignacio, Reyes, Luis Felipe, Piubelli, Chiara, Citarella, Barbara Wanjiru, Kartsonaki, Christiana, Lefèvre, Benjamin, López Revilla, José W., Lunn, Miles, Harrison, Ewen M., Kraemer, Moritz U. G., Shrapnel, Sally, Horby, Peter, Bisoffi, Zeno, Olliaro, Piero L, Merson, Laura, ISARIC Clinical Characterisation Group and Ghadimi, Moji (2023). A multi-country analysis of COVID-19 hospitalizations by vaccination status. Med, 4 (11), 797-812.e2. doi: 10.1016/j.medj.2023.08.005 |
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2023 Journal Article Liver injury in hospitalized patients with COVID-19: An International observational cohort studyVijayaraghavan, Bharath Kumar Tirupakuzhi, Bishnu, Saptarshi, Baruch, Joaquin, Citarella, Barbara Wanjiru, Kartsonaki, Christiana, Meeyai, Aronrag, Mohamed, Zubair, Ohshimo, Shinichiro, Lefèvre, Benjamin, Al-Fares, Abdulrahman, Calvache, Jose A., Taccone, Fabio Silvio, Olliaro, Piero, Merson, Laura, Adhikari, Neill K.J., Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Abrous, Amal, Absil, Lara, Acker, Andrew, Adam, Elisabeth, Adrião, Diana, Al Ageel, Saleh, Ainscough, Kate, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako ... the ISARIC Clinical Characterisation Group (2023). Liver injury in hospitalized patients with COVID-19: An International observational cohort study. PLoS One, 18 (9 September) e0277859, 1-17. doi: 10.1371/journal.pone.0277859 |
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2023 Journal Article Validation of extracorporeal membrane oxygenation mortality prediction and severity of illness scores in an international COVID-19 cohortShah, Neel, Xue, Bing, Xu, Ziqi, Yang, Hanqing, Marwali, Eva, Dalton, Heidi, Payne, Philip P. R., Lu, Chenyang, Said, Ahmed S., Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Absil, Lara, Acker, Andrew, Adrião, Diana, Hssain, Ali Ait, Akwani, Chika, Al Qasim, Eman, Alalqam, Razi, Al-dabbous, Tala, Alex, Beatrice, Al-Fares, Abdulrahman, Alfoudri, Huda, Aliudin, Jeffrey, Alves, João, Alves, Rita, Alves, João Melo, Cabrita, Joana Alves, Amaral, Maria, Amira, Nur ... ISARIC Clinical Characterisation Group (2023). Validation of extracorporeal membrane oxygenation mortality prediction and severity of illness scores in an international COVID-19 cohort. Artificial Organs, 47 (9), 1490-1502. doi: 10.1111/aor.14542 |
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2023 Journal Article Physical grounds for causal perspectivalismMilburn, Gerard J., Shrapnel, Sally and Evans, Peter W. (2023). Physical grounds for causal perspectivalism. Entropy, 25 (8) 1190, 1-24. doi: 10.3390/e25081190 |
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2023 Journal Article Systematic review of externally validated machine learning models for predicting acute kidney injury in general hospital patientsWainstein, Marina, Flanagan, Emily, Johnson, David W. and Shrapnel, Sally (2023). Systematic review of externally validated machine learning models for predicting acute kidney injury in general hospital patients. Frontiers in Nephrology, 3 1220214, 1-9. doi: 10.3389/fneph.2023.1220214 |
