Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study by Hongbo Chen, Myrtede Alfred, Andrew D Brown, Angela Atinga, Eldan Cohen

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Success of community-based system dynamics in prevention interventions: A systematic review of the literature by Tiana Felmingham, Tiana Felmingham, Kathryn Backholer, Kathryn Backholer, Elizabeth Hoban, Andrew D. Brown, Andrew D. Brown, Phoebe Nagorcka-Smith, Phoebe Nagorcka-Smith, Steven Allender, Steven Allender

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Macromolecular Crowding Is Surprisingly Unable to Deform the Structure of a Model Biomolecular Condensate by Julian C. Shillcock, David B. Thomas, John H. Ipsen, Andrew D. Brown

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Exploring the value Australian community leaders see in a system dynamics model calibrated with local data: social norms and childhood obesity by Karien Stronks, Loes Crielaard, Steven Allender, Mary Nicolaou, Andrew D Brown, Joshua Hayward

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Coupling Bulk Phase Separation of Disordered Proteins to Membrane Domain Formation in Molecular Simulations on a Bespoke Compute Fabric by Julian C. Shillcock, David B. Thomas, Jonathan R. Beaumont, Graeme M. Bragg, Mark L. Vousden, Andrew D. Brown

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System dynamics modelling to engage community stakeholders in addressing water and sugar sweetened beverage consumption by Andrew D. Brown, Kristy A. Bolton, Brydie Clarke, Penny Fraser, Janette Lowe, Jake Kays, Peter S. Hovmand, Steven Allender

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Synchronization in graph analysis algorithms on the Partially Ordered Event‐Triggered Systems many‐core architecture by Ashur Rafiev, Alex Yakovlev, Ghaith Tarawneh, Matthew F. Naylor, Simon W. Moore, David B. Thomas, Graeme M. Bragg, Mark L. Vousden, Andrew D. Brown

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A systems framework for implementing healthy food retail in grocery settings by Christina Zorbas, Miranda R. Blake, Andrew D. Brown, Anna Peeters, Steve Allender, Julie Brimblecombe, Adrian J. Cameron, Jill Whelan, Megan Ferguson, Laura Alston, Tara Boelsen-Robinson

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A protocol of a pilot randomised trial (Action-RESPOND) to support rural and regional communities with implementing community-based systems thinking obesity prevention initiatives. by Sze Lin Yoong, Andrew D Brown, Gloria K W Leung, Monique Hillenaar, Jennifer L David, Josh Hayward, Claudia Strugnell, Colin Bell, Vicki Brown, Michelle Jackson, Steven Allender

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Data-Driven Identification of Unusual Prescribing Behavior: Analysis and Use of an Interactive Data Tool Using 6 Months of Primary Care Data From 6500 Practices in England by Lisa EM Hopcroft, Jon Massey, Helen J Curtis, Brian Mackenna, Richard Croker, Andrew D Brown, Thomas O'Dwyer, Orla Macdonald, David Evans, Peter Inglesby, Sebastian CJ Bacon, Ben Goldacre, Alex J Walker

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Healthy weight, health behaviours and quality of life among Aboriginal children living in regional Victoria by Jennifer Browne, Denise Becker, Liliana Orellana, Joleen Ryan, Troy Walker, Jill Whelan, Laura Alston, Mikaela Egan, Brittney Johnson, Amy Rossignoli, Nicholas Crooks, Andrew D. Brown, Kristy A. Bolton, Penny Fraser, Ha Le, Colin Bell, Josh Hayward, Andrew Sanigorski, Kathryn Backholer, Steven Allender, Claudia Strugnell

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First dose COVID-19 vaccine coverage amongst adolescents and children in England: an analysis of 3.21 million patients' primary care records in situ using OpenSAFELY [version 2; pe... by Frank Hester, John Parry, Sam Harper, Colm D. Andrews, Christopher Bates, Peter Inglesby, Alex J. Walker, Lisa E. Hopcroft, Laurie A. Tomlinson, Helen J. Curtis, Sebastian C. Bacon, Andrew D. Brown, Caroline E. Morton, Viyaasan Mahalingasivam, Rosalind M. Eggo, Edward P. K. Parker, William J. Hulme, Ben Goldacre, Brian MacKenna, Jonathan Cockburn, Jessica Morley, Amir Mehrkar

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Incidence and treatment of group A streptococcal infections during covid-19 pandemic and 2022 outbreak: retrospective cohort study in England using OpenSAFELY-TPP by Ben Goldacre, David Evans, Sam Harper, Richard Croker, Christopher Wood, Brian MacKenna, Elizabeth Beech, Chris Bates, Amir Mehrkar, Peter Inglesby, Jonathan Cockburn, John Parry, Frank Hester, Kieran Hand, Helen Curtis, Rose Higgins, Andrew D Brown, Simon Davy, George Hickman, Tom Ward, Rebecca M Smith, Louis Fisher, Iain Dillingham, Steven Maude, Lucy Bridges, Christine Cunningham, Victoria Speed, Ben FC Butler-Cole, Sebastian CJ Bacon, Thomas O'Dwyer, Liam C Hart

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Impact of COVID-19 on recorded blood pressure screening and hypertension management in England: an analysis of monthly changes in the quality and outcomes framework indicators in O... by Richard J McManus, Ben Goldacre, David Evans, Alex J Walker, Christopher Wood, Jessica Morley, Brian MacKenna, Christopher T Rentsch, Seb Bacon, Chris Bates, Helen J Curtis, Amir Mehrkar, Peter Inglesby, Jonathan Cockburn, Laurie Tomlinson, John Parry, Frank Hester, Amelia Green, Miriam Samuel, Rose Higgins, Andrew D Brown, Viyaasan Mahalingasivam, Caroline Morton, Rebecca M Smith, Louis Fisher, Lisa Hopcroft, Jon Massey, Iain Dillingham, Steven Maude, Milan Wiedemann, Colm Andrews, Christine Cunningham, Victoria Speed, Caroline Walters

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Ethnic differences in the indirect effects of the COVID-19 pandemic on clinical monitoring and hospitalisations for non-COVID conditions in England: a population-based, observation... by Ruth E. Costello, John Tazare, Dominik Piehlmaier, Emily Herrett, Edward P.K. Parker, Bang Zheng, Kathryn E. Mansfield, Alasdair D. Henderson, Helena Carreira, Patrick Bidulka, Angel Y.S. Wong, Charlotte Warren-Gash, Joseph F. Hayes, Jennifer K. Quint, Brian MacKenna, Amir Mehrkar, Rosalind M. Eggo, Srinivasa Vittal Katikireddi, Laurie Tomlinson, Sinéad M. Langan, Rohini Mathur, Nishi Chaturvedi, Chloe Park, Alisia Carnemolla, Dylan Williams, Anika Knueppel, Andy Boyd, Emma L. Turner, Katharine M. Evans, Richard Thomas, Samantha Berman, Stela McLachlan, Matthew Crane, Rebecca Whitehorn, Jacqui Oakley, Diane Foster, Hannah Woodward, Kirsteen C. Campbell, Nicholas Timpson, Alex Kwong, Ana Goncalves Soares, Gareth Griffith, Renin Toms, Louise Jones, Herbert Annie, Ruth Mitchell, Tom Palmer, Jonathan Sterne, Venexia Walker, Lizzie Huntley, Laura Fox, Rachel Denholm, Rochelle Knight, Kate Northstone, Arun Kanagaratnam, Elsie Horne, Harriet Forbes, Teri North, Kurt Taylor, Marwa A.L. Arab, Scott Walker, Jose I.C. Coronado, Arun S. Karthikeyan, George Ploubidis, Bettina Moltrecht, Charlotte Booth, Sam Parsons, Bozena Wielgoszewska, Charis Bridger-Staatz, Claire Steves, Ellen Thompson, Paz Garcia, Nathan Cheetham, Ruth Bowyer, Maxim Freydin, Amy Roberts, Ben Goldacre, Alex Walker, Jess Morley, William Hulme, Linda Nab, Louis Fisher, Brian MacKenna, Colm Andrews, Helen Curtis, Lisa Hopcroft, Amelia Green, Praveetha Patalay, Jane Maddock, Kishan Patel, Jean Stafford, Wels Jacques, Kate Tilling, John Macleod, Eoin McElroy, Anoop Shah, Richard Silverwood, Spiros Denaxas, Robin Flaig, Daniel McCartney, Archie Campbell, Laurie Tomlinson, John Tazare, Bang Zheng, Liam Smeeth, Emily Herrett, Thomas Cowling, Kate Mansfield, Ruth E. Costello, Kevin Wang, Kathryn Mansfield, Viyaasan Mahalingasivam, Ian Douglas, Sinead Langan, Sinead Brophy, Michael Parker, Jonathan Kennedy, Rosie McEachan, John Wright, Kathryn Willan, Ellena Badrick, Gillian Santorelli, Tiffany Yang, Bo Hou, Andrew Steptoe, Di Gessa Giorgio, Jingmin Zhu, Paola Zaninotto, Angela Wood, Genevieve Cezard, Samantha Ip, Tom Bolton, Alexia Sampri, Elena Rafeti, Fatima Almaghrabi, Aziz Sheikh, Syed A. Shah, Vittal Katikireddi, Richard Shaw, Olivia Hamilton, Michael Green, Theocharis Kromydas, Daniel Kopasker, Felix Greaves, Robert Willans, Fiona Glen, Steve Sharp, Alun Hughes, Andrew Wong, Lee Hamill Howes, Alicja Rapala, Lidia Nigrelli, Fintan McArdle, Chelsea Beckford, Betty Raman, Richard Dobson, Amos Folarin, Callum Stewart, Yatharth Ranjan, Jd Carpentieri, Laura Sheard, Chao Fang, Sarah Baz, Andy Gibson, John Kellas, Stefan Neubauer, Stefan Piechnik, Elena Lukaschuk, Laura C. Saunders, James M. Wild, Stephen Smith, Peter Jezzard, Elizabeth Tunnicliffe, Zeena-Britt Sanders, Lucy Finnigan, Vanessa Ferreira, Mark Green, Rebecca Rhead, Milla Kibble, Yinghui Wei, Agnieszka Lemanska, Francisco Perez-Reche, Dominik Piehlmaier, Lucy Teece, Edward Parker, Alex J. Walker, Brian MacKenna, Peter Inglesby, Ben Goldacre, Helen J. Curtis, Caroline E. Morton, Jessica Morley, Amir Mehrkar, Sebastian C.J. Bacon, George Hickman, Richard Croker, David Evans, Tom Ward, Nicholas J. DeVito, Louis Fisher, Amelia C.A. Green, Jon Massey, Rebecca M. Smith, William J. Hulme, Simon Davy, Colm D. Andrews, Lisa E.M. Hopcroft, Henry Drysdale, Iain Dillingham, Robin Y. Park, Rose Higgins, Christine Cunningham, Milan Wiedemann, Linda Nab, Steven Maude, Orla Macdonald, Ben F.C. Butler-Cole, Thomas O'Dwyer, Catherine L. Stables, Christopher Wood, Andrew D. Brown, Victoria Speed, Lucy Bridges, Andrea L. Schaffer, Caroline E. Walters, Christopher T. Rentsch, Krishnan Bhaskaran, Anna Schultze, Elizabeth J. Williamson, Helen I. McDonald, Laurie A. Tomlinson, Rohini Mathur, Rosalind M. Eggo, Kevin Wing, Angel Y.S. Wong, John Tazare, Richard Grieve, Daniel J. Grint, Sinead Langan, Kathryn E. Mansfield, Ian J. Douglas, Stephen J.W. Evans, Liam Smeeth, Jemma L. Walker, Viyaasan Mahalingasivam, Harriet Forbes, Thomas E. Cowling, Emily L. Herrett, Ruth E. Costello, Bang Zheng, Edward P.K. Parker, Christopher Bates, Jonathan Cockburn, John Parry, Frank Hester, Sam Harper, Shaun O'Hanlon, Alex Eavis, Richard Jarvis, Dima Avramov, Paul Griffiths, Aaron Fowles, Nasreen Parkes, Brian Nicholson, Rafael Perera, David Harrison, Kamlesh Khunti, Jonathan AC. Sterne, Jennifer Quint

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