The development of a C5.0 machine learning model in a limited data set to predict early mortality in patients with ARDS undergoing an initial session of prone positioning by David M. Hannon, Jaffar David Abbas Syed, Bairbre McNicholas, Michael Madden, John G. Laffey

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A pilot multicenter randomized controlled trial on individualized blood pressure targets versus standard care among critically ill patients with shock by Rakshit Panwar, Bairbre McNicholas, Ciprian Nita, Alison Gibberd, Amber-Louise Poulter, Marcia Tauares, Lauren Ferguson

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Awake prone positioning of hypoxaemic patients with COVID-19: protocol for a randomised controlled open-label superiority meta-trial by Jie Li, Yonatan Perez, Jean-Pierre Frat, Stephan Ehrmann, Elsa Tavernier, Bairbre McNicholas, Ivan Pavlov, Oriol Roca, John Laffey, Sara Mirza, David Cosgrave, David Vines

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Can nebulised heparin reduce acute lung injury in patients with SARS‑CoV‑2 requiring advanced respiratory support in Ireland: the CHARTER‑Ireland phase Ib/IIa, randomised, parallel... by David Cosgrave, Bairbre McNicholas, Ciara Hanley, John Robert Sheehan, Padraig Calpin, Maeve Kernan, Darragh Murphy, Alberto Alvarez‑Iglesias, John Ferguson, Camilla Giacomini, Christine Greene, Catriona Cody, Shane McGeary, Marion Murphy, Marianne Fitzgerald, Gerard Curley, Barry Dixon, Roger J. Smith, Claire Masterson, Daniel O’Toole, Frank van Haren, John G. Laffey

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