The University of Queensland

Quantum kernel evaluation via Hong-Ou-Mandel interference

Bowie, 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

Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy

Kamel 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

A multi-country analysis of COVID-19 hospitalizations by vaccination status

Gonçalves, 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

Liver injury in hospitalized patients with COVID-19: An International observational cohort study

Vijayaraghavan, 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

Validation of extracorporeal membrane oxygenation mortality prediction and severity of illness scores in an international COVID-19 cohort

Shah, 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

Physical grounds for causal perspectivalism

Milburn, Gerard J., Shrapnel, Sally and Evans, Peter W. (2023). Physical grounds for causal perspectivalism. Entropy, 25 (8) 1190, 1-24. doi: 10.3390/e25081190

Systematic review of externally validated machine learning models for predicting acute kidney injury in general hospital patients

Wainstein, 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. doi: 10.3389/fneph.2023.1220214

Association of country income level with the characteristics and outcomes of critically ill patients hospitalized with acute kidney injury and COVID-19

Wainstein, Marina, Spyrison, Nicholas, Dai, Danyang, Ghadimi, Moji, Chavez-Iniquez, Jonathan Samuel, Rizo Topete, Lilia María, Citarella, Barbara Wanjiru, Merson, Laura, Pole, Jason, Claure-Del Granado, Rolando, Johnson, David W., Shrapnel, Sally, Abdukahil, heryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Abrous, Amal, Absil, Lara, Acker, Andrew, Adachi, Shingo, Adrião, Diana, Al Ageel, Saleh, Ahmed, Shakeel, Ainscough, Kate, Airlangga, Eka, Aisa, Tharwat, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako ... ISARIC Characterization Group (2023). Association of country income level with the characteristics and outcomes of critically ill patients hospitalized with acute kidney injury and COVID-19. Kidney International Reports, 8 (8), 1514-1530. doi: 10.1016/j.ekir.2023.05.015

Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19

Kartsonaki, Christiana, Baillie, J Kenneth, Barrio, Noelia García, Baruch, Joaquín, Beane, Abigail, Blumberg, Lucille, Bozza, Fernando, Broadley, Tessa, Burrell, Aidan, Carson, Gail, Citarella, Barbara Wanjiru, Dagens, Andrew, Dankwa, Emmanuelle A, Donnelly, Christl A, Dunning, Jake, Elotmani, Loubna, Escher, Martina, Farshait, Nataly, Goffard, Jean-Christophe, Gonçalves, Bronner P, Hall, Matthew, Hashmi, Madiha, Sim Lim Heng, Benedict, Ho, Antonia, Jassat, Waasila, Pedrera Jiménez, Miguel, Laouenan, Cedric, Lissauer, Samantha, Martin-Loeches, Ignacio ... ISARIC Clinical Characterisation Group (2023). Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19. International Journal of Epidemiology, 52 (2), 355-376. doi: 10.1093/ije/dyad012

Symptom-based case definitions for COVID-19: Time and geographical variations for detection at hospital admission among 260,000 patients

Baruch, Joaquin, Rojek, Amanda, Kartsonaki, Christiana, Vijayaraghavan, Bharath K. T., Gonçalves, Bronner P., Pritchard, Mark G., Merson, Laura, Dunning, Jake, Hall, Matthew, Sigfrid, Louise, Citarella, Barbara W., Murthy, Srinivas, Yeabah, Trokon O., Olliaro, Piero, Abbas, Ali, Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Absil, Lara, Acharya, Subhash, Acker, Andrew, Adam, Elisabeth, Adrião, Diana, Al Ageel, Saleh, Ahmed, Shakeel, Ainscough, Kate, Airlangga, Eka, Aisa, Tharwat ... Zucman, David (2022). Symptom-based case definitions for COVID-19: Time and geographical variations for detection at hospital admission among 260,000 patients. Influenza and other Respiratory Viruses, 16 (6), 1040-1050. doi: 10.1111/irv.13039

An international observational study to assess the impact of the Omicron variant emergence on the clinical epidemiology of COVID-19 in hospitalised patients

Gonçalves, Bronner P, Hall, Matthew, Jassat, Waasila, Balan, Valeria, Murthy, Srinivas, Kartsonaki, Christiana, Semple, Malcolm G, Rojek, Amanda, Baruch, Joaquín, Reyes, Luis Felipe, Dasgupta, Abhishek, Dunning, Jake, Citarella, Barbara Wanjiru, Pritchard, Mark, Martín-Quiros, Alejandro, Sili, Uluhan, Baillie, J Kenneth, Aryal, Diptesh, Arabi, Yaseen, Rashan, Aasiyah, Angheben, Andrea, Caoili, Janice, Carrier, François Martin, Harrison, Ewen M, Gómez-Junyent, Joan, Figueiredo-Mello, Claudia, Douglas, James Joshua, Mat Nor, Mohd Basri, Chow, Yock Ping ... Suen, Jacky Y. (2022). An international observational study to assess the impact of the Omicron variant emergence on the clinical epidemiology of COVID-19 in hospitalised patients. eLife, 11 ARTN e80556. doi: 10.7554/eLife.80556

Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational, observational study

Reyes, Luis Felipe, Murthy, Srinivas, Garcia-Gallo, Esteban, Merson, Laura, Ibáñez-Prada, Elsa D., Rello, Jordi, Fuentes, Yuli V., Martin-Loeches, Ignacio, Bozza, Fernando, Duque, Sara, Taccone, Fabio S., Fowler, Robert A., Kartsonaki, Christiana, Gonçalves, Bronner P., Citarella, Barbara Wanjiru, Aryal, Diptesh, Burhan, Erlina, Cummings, Matthew J., Delmas, Christelle, Diaz, Rodrigo, Figueiredo-Mello, Claudia, Hashmi, Madiha, Panda, Prasan Kumar, Jiménez, Miguel Pedrera, Rincon, Diego Fernando Bautista, Thomson, David, Nichol, Alistair, Marshall, John C., Olliaro, Piero L. ... Suen, Jacky Y. (2022). Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational, observational study. Critical Care, 26 (1) 276. doi: 10.1186/s13054-022-04155-1

Neurological manifestations of COVID-19 in adults and children

Cho, Sung Min, White, Nicole, Premraj, Lavienraj, Battaglini, Denise, Fanning, Jonathon, Suen, Jacky, Bassi, Gianluigi Li, Fraser, John, Robba, Chiara, Griffee, Matthew, Singh, Bhagteshwar, Citarella, Barbara Wanjiru, Merson, Laura, Solomon, Tom, Thomson, David, ISARIC Clinical Characterisation Group, Forsyth, Simon and Shrapnel, Sally (2022). Neurological manifestations of COVID-19 in adults and children. Brain, 146 (4), 1648-1661. doi: 10.1093/brain/awac332

ISARIC-COVID-19 dataset: A prospective, standardized, global dataset of patients hospitalized with COVID-19

ISARIC Clinical Characterization Group, Garcia-Gallo, Esteban, Merson, Laura, Kennon, Kalynn, Kelly, Sadie, Wanjiru Citarella, Barbara, Vidali Fryer, Daniel, Shrapnel, Sally, Lee, James, Duque, Sara, Fuentes, Yuli V., Balan,Valeria, Smith, Sue, Wei, Jia, Gonçalves, Bronner P., Russell, Clark D., Sigfrid, Louise, Dagens, Andrew, Olliaro, Piero L., Baruch, Joaquin, Kartsonaki, Christiana, Dunning, Jake, Rojek, Amanda, Rashan, Aasiyah, Beane, Abi, Murthy, Srinivas, Reyes, Luis Felipe, Forsyth, Simon J. and Suen, Jacky Y. (2022). ISARIC-COVID-19 dataset: A prospective, standardized, global dataset of patients hospitalized with COVID-19. Scientific Data, 9 (1) 454, 454. doi: 10.1038/s41597-022-01534-9

Machine learning models for diabetes management in acute care using electronic medical records: a systematic review

Kamel Rahimi, Amir, Canfell, Oliver J., Chan, Wilkin, Sly, Benjamin, Pole, Jason D., Sullivan, Clair and Shrapnel, Sally (2022). Machine learning models for diabetes management in acute care using electronic medical records: a systematic review. International Journal of Medical Informatics, 162 104758, 1-13. doi: 10.1016/j.ijmedinf.2022.104758

Early short course of neuromuscular blocking agents in patients with COVID-19 ARDS: a propensity score analysis

Li Bassi, Gianluigi, Gibbons, Kristen, Suen, Jacky Y., Dalton, Heidi J., White, Nicole, Corley, Amanda, Shrapnel, Sally, Hinton, Samuel, Forsyth, Simon, Laffey, John G., Fan, Eddy, Fanning, Jonathon P., Panigada, Mauro, Bartlett, Robert, Brodie, Daniel, Burrell, Aidan, Chiumello, Davide, Elhazmi, Alyaa, Esperatti, Mariano, Grasselli, Giacomo, Hodgson, Carol, Ichiba, Shingo, Luna, Carlos, Marwali, Eva, Merson, Laura, Murthy, Srinivas, Nichol, Alistair, Ogino, Mark, Pelosi, Paolo ... The COVID-19 Critical Care Consortium (2022). Early short course of neuromuscular blocking agents in patients with COVID-19 ARDS: a propensity score analysis. Critical Care, 26 (1) 141, 141. doi: 10.1186/s13054-022-03983-5

Use of an extended KDIGO definition to diagnose acute kidney injury in patients with COVID-19: a multinational study using the ISARIC–WHO clinical characterisation protocol

Wainstein, Marina, MacDonald, Samual, Fryer, Daniel, Young, Kyle, Balan, Valeria, Begum, Husna, Burrell, Aidan, Citarella, Barbara Wanjiru, Cobb, J. Perren, Kelly, Sadie, Kennon, Kalynn, Lee, James, Merson, Laura, Murthy, Srinivas, Nichol, Alistair, Semple, Malcolm G., Strudwick, Samantha, Webb, Steven A., Rossignol, Patrick, Claure-Del Granado, Rolando, Shrapnel, Sally and the ISARIC Clinical Characterisation Group (2022). Use of an extended KDIGO definition to diagnose acute kidney injury in patients with COVID-19: a multinational study using the ISARIC–WHO clinical characterisation protocol. PLoS Medicine, 19 (4) e1003969, e1003969. doi: 10.1371/journal.pmed.1003969

Entropy production and fluctuation theorems in a continuously monitored optical cavity at zero temperature

Kewming, Michael J. and Shrapnel, Sally (2022). Entropy production and fluctuation theorems in a continuously monitored optical cavity at zero temperature. Quantum, 6 685, 685. doi: 10.22331/q-2022-04-13-685

Toward a learning health care system: a systematic review and evidence-based conceptual framework for implementation of clinical analytics in a digital hospital

Lim, Han Chang, Austin, Jodie A., van der Vegt, Anton H., Rahimi, Amir Kamel, Canfell, Oliver J., Mifsud, Jayden, Pole, Jason D., Barras, Michael A., Hodgson, Tobias, Shrapnel, Sally and Sullivan, Clair M. (2022). Toward a learning health care system: a systematic review and evidence-based conceptual framework for implementation of clinical analytics in a digital hospital. Applied Clinical Informatics, 13 (02), 339-354. doi: 10.1055/s-0042-1743243

Clinical characteristics, risk factors and outcomes in patients with severe COVID-19 registered in the International Severe Acute Respiratory and Emerging Infection Consortium WHO clinical characterisation protocol: a prospective, multinational, multicentre, observational study

Reyes, Luis Felipe, Murthy, Srinivas, Garcia-Gallo, Esteban, Irvine, Mike, Merson, Laura, Martin-Loeches, Ignacio, Rello, Jordi, Taccone, Fabio S, Fowler, Robert A, Docherty, Annemarie B, Kartsonaki, Christiana, Aragao, Irene, Barrett, Peter W, Beane, Abigail, Burrell, Aidan, Cheng, Matthew Pellan, Christian, Michael D, Cidade, Jose Pedro, Citarella, Barbara Wanjiru, Donnelly, Christl A, Fernandes, Susana M, French, Craig, Haniffa, Rashan, Harrison, Ewen M, Ho, Antonia Ying Wai, Joseph, Mark, Khan, Irfan, Kho, Michelle E, Kildal, Anders Benjamin ... Olliaro, Piero L (2022). Clinical characteristics, risk factors and outcomes in patients with severe COVID-19 registered in the International Severe Acute Respiratory and Emerging Infection Consortium WHO clinical characterisation protocol: a prospective, multinational, multicentre, observational study. ERJ Open Research, 8 (1) 00552-2021, 00552-2021. doi: 10.1183/23120541.00552-2021

The value of open-source clinical science in pandemic response: lessons from ISARIC

Abbas, Ali, Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Absil, Lara, Acharya, Subhash, Acker, Andrew, Adachi, Shingo, Adam, Elisabeth, Adrião, Diana, Ageel, Saleh Al, Ahmed, Shakeel, Ain, Quratul, Ainscough, Kate, Aisa, Tharwat, Ait Hssain, Ali, Ait Tamlihat, Younes, Akimoto, Takako, Akmal, Ernita, Al Qasim, Eman, Alalqam, Razi, Alam, Tanvir, Al-dabbous, Tala, Alegesan, Senthilkumar, Alegre, Cynthia, Alessi, Marta, Alex, Beatrice, Alexandre, Kévin ... ISARIC Clinical Characterisation Group (2021). The value of open-source clinical science in pandemic response: lessons from ISARIC. The Lancet Infectious Diseases, 21 (12), 1623-1624. doi: 10.1016/S1473-3099(21)00565-X

Ten months of temporal variation in the clinical journey of hospitalised patients with COVID-19: An observational cohort

ISARIC Clinical Characterisation Group, Hall, Matthew D., Baruch, Joaquín, Carson, Gail, Citarella, Barbara Wanjiru, Dagens, Andrew, Dankwa, Emmanuelle A., Donnelly, Christl A., Dunning, Jake, Escher, Martina, Kartsonaki, Christiana, Merson, Laura, Pritchard, Mark, Wei, Jia, Horby, Peter W., Rojek, Amanda, Olliaro, Piero L., Li Bassi, Gianluigi, Shrapnel, Sally, Suen, Jacky and Forsyth, Simon J. (2021). Ten months of temporal variation in the clinical journey of hospitalised patients with COVID-19: An observational cohort. eLife, 10, 1-30. doi: 10.7554/elife.70970

Assessment of 28-day in-hospital mortality in mechanically ventilated patients with coronavirus disease 2019: an international cohort study

Li Bassi, Gianluigi, Suen, Jacky Y., White, Nicole, Dalton, Heidi J., Fanning, Jonathon, Corley, Amanda, Shrapnel, Sally, Hinton, Samuel, Forsyth, Simon, Parsons, Rex, Laffey, John G., Fan, Eddy, Bartlett, Robert, Brodie, Daniel, Burrell, Aidan, Chiumello, Davide, Elhazmi, Alyaa, Grasselli, Giacomo, Hodgson, Carol, Ichiba, Shingo, Luna, Carlos, Marwali, Eva, Merson, Laura, Murthy, Srinivas, Nichol, Alistair, Panigada, Mauro, Pelosi, Paolo, Torres, Antoni, Ng, Pauline Yeung ... Obonyo, Nchafatso (2021). Assessment of 28-day in-hospital mortality in mechanically ventilated patients with coronavirus disease 2019: an international cohort study. Critical Care Explorations, 3 (11) e0567, e0567. doi: 10.1097/cce.0000000000000567

Experimental characterization of a non-Markovian quantum process

Goswami, K., Giarmatzi, C., Monterola, C., Shrapnel, S., Romero, J. and Costa, F. (2021). Experimental characterization of a non-Markovian quantum process. Physical Review A, 104 (2) 022432. doi: 10.1103/physreva.104.022432

COVID-19 symptoms at hospital admission vary with age and sex: results from the ISARIC prospective multinational observational study

ISARIC Clinical Characterisation Group, Li Bassi, Gianluigi, Scarsbrook, Joshua, Shrapnel, Sally, Suen, Jacky and Forsyth, Simon J. (2021). COVID-19 symptoms at hospital admission vary with age and sex: results from the ISARIC prospective multinational observational study. Infection, 49 (5), 889-905. doi: 10.1007/s15010-021-01599-5

An appraisal of respiratory system compliance in mechanically ventilated covid-19 patients

Li Bassi, Gianluigi, Suen, Jacky Y, Dalton, Heidi J, White, Nicole, Shrapnel, Sally, Fanning, Jonathon P, Liquet, Benoit, Hinton, Samuel, Vuorinen, Aapeli, Booth, Gareth, Millar, Jonathan E, Forsyth, Simon, Panigada, Mauro, Laffey, John, Brodie, Daniel, Fan, Eddy, Torres, Antoni, Chiumello, Davide, Corley, Amanda, Elhazmi, Alyaa, Hodgson, Carol, Ichiba, Shingo, Luna, Carlos, Murthy, Srinivas, Nichol, Alistair, Ng, Pauline Yeung, Ogino, Mark, Pesenti, Antonio, Trieu, Huynh Trung ... Obonyo, Gikenyi N. (2021). An appraisal of respiratory system compliance in mechanically ventilated covid-19 patients. Critical Care, 25 (1) 199, 1-22. doi: 10.1186/s13054-021-03518-4

International Society of Nephrology Global Kidney Health Atlas: structures, organization, and services for the management of kidney failure in Latin America

Wainstein, Marina, Bello, Aminu K., Jha, Vivekanand, Harris, David C.H., Levin, Adeera, Gonzalez-Bedat, Maria C., Rosa-Diez, Guillermo J., Ferreiro Fuentes, Alejandro, Sola, Laura, Pecoits-Filho, Roberto, Claure-Del Granado, Rolando, Madero, Magdalena, Osman, Mohamed A., Saad, Syed, Zaidi, Deenaz, Lunney, Meaghan, Ye, Feng, Katz, Ivor J., Khan, Maryam, Shrapnel, Sally, Tonelli, Marcello, Okpechi, Ikechi G. and Johnson, David W. (2021). International Society of Nephrology Global Kidney Health Atlas: structures, organization, and services for the management of kidney failure in Latin America. Kidney International Supplements, 11 (2), e35-e46. doi: 10.1016/j.kisu.2021.01.005

Designing a physical quantum agent

Kewming, M. J., Shrapnel, S. and Milburn, G. J. (2021). Designing a physical quantum agent. Physical Review A, 103 (3) 032411, 1-7. doi: 10.1103/physreva.103.032411

Intensive care digital health response to emerging infectious disease outbreaks such as COVID-19

Kirrane, Marianne D., Shrapnel, Sally, Ramanan, Mahesh, Clement, Pierre, Fraser, John F., Laupland, Kevin B., Sullivan, Clair M. and Shekar, Kiran (2021). Intensive care digital health response to emerging infectious disease outbreaks such as COVID-19. Anaesthesia and Intensive Care, 49 (2), 0310057X2097577-111. doi: 10.1177/0310057x20975777

Design and rationale of the COVID-19 Critical Care Consortium international, multicentre, observational study

Bassi, Gianluigi Li, Suen, Jacky, Barnett, Adrian Gerard, Corley, Amanda, Millar, Jonathan, Fanning, Jonathon, Lye, India, Colombo, Sebastiano, Wildi, Karin, Livingstone, Samantha, Abbate, Gabriella, Hinton, Samuel, Liquet, Benoit, Shrapnel, Sally, Dalton, Heidi and Fraser, John F. (2020). Design and rationale of the COVID-19 Critical Care Consortium international, multicentre, observational study. BMJ Open, 10 (12) e041417, 1-6. doi: 10.1136/bmjopen-2020-041417

Hiding ignorance using high dimensions

Kewming, M. J., Shrapnel, S., White, A. G. and Romero, J. (2020). Hiding ignorance using high dimensions. Physical Review Letters, 124 (25) 250401, 250401. doi: 10.1103/physrevlett.124.250401

Quantum correlations in the Kerr Ising model

Kewming, Michael, Shrapnel, Sally and Milburn, Gerard (2020). Quantum correlations in the Kerr Ising model. New Journal of Physics, 22 (5) 053042, 053042. doi: 10.1088/1367-2630/ab7255

Quantum Markovianity as a supervised learning task

Shrapnel, Sally, Costa, Fabio and Milburn, Gerard (2018). Quantum Markovianity as a supervised learning task. International Journal of Quantum Information, 16 (8) 1840010, 1840010. doi: 10.1142/s0219749918400105

Classical and quantum causal interventions

Milburn, Gerard and Shrapnel, Sally (2018). Classical and quantum causal interventions. Entropy, 20 (9) 687, 687. doi: 10.3390/e20090687

Causation does not explain contextuality

Shrapnel, Sally and Costa, Fabio (2018). Causation does not explain contextuality. Quantum, 2 63, 63. doi: 10.22331/q-2018-05-18-63

Updating the Born rule

Shrapnel, Sally, Costa, Fabio and Milburn, Gerard (2018). Updating the Born rule. New Journal of Physics, 20 (5) 053010, 053010. doi: 10.1088/1367-2630/aabe12

Discovering quantum causal models

Shrapnel, Sally (2017). Discovering quantum causal models. The British Journal for the Philosophy of Science, 70 (1), 1-25. doi: 10.1093/bjps/axx044

Quantum causal modelling

Costa, Fabio and Shrapnel, Sally (2016). Quantum causal modelling. New Journal of Physics, 18 (6) 063032, 063032. doi: 10.1088/1367-2630/18/6/063032

Quantum causal explanation: or, why birds fly south

Shrapnel, Sally (2014). Quantum causal explanation: or, why birds fly south. European Journal for Philosophy of Science, Online First (3), 409-423. doi: 10.1007/s13194-014-0094-5

Explainable deep learning for medical imaging models through class specific semantic dictionaries

Layton, Harrison, Shrapnel, Sally and Bialkowski, Alina (2022). Explainable deep learning for medical imaging models through class specific semantic dictionaries. International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, NSW, Australia, 30 November 2022 - 02 December 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DICTA56598.2022.10034639

Deep neural network or dermatologist?

Young, Kyle, Booth, Gareth, Simpson, Becks, Dutton, Reuben and Shrapnel, Sally (2019). Deep neural network or dermatologist?. Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, 17 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-33850-3_6

Ignorance of the whole does not imply ignorance of the parts: qudit random access codes in spatial modes of light

Kewming, Michael J., Shrapnel, Sally, White, Andrew G. and Romero, Jacquiline (2019). Ignorance of the whole does not imply ignorance of the parts: qudit random access codes in spatial modes of light. Quantum Information and Measurement, QIM 2019, Rome, Italy, 4 - 6 April 2019. Washington, DC, United States: The Optical Society. doi: 10.1364/QIM.2019.F5A.78

Using interventions to discover quantum causal structure

Shrapnel, Sally (2016). Using interventions to discover quantum causal structure. PhD Thesis, School of Historical and Philosophical Inquiry, The University of Queensland. doi: 10.14264/uql.2016.1102