Publications by authors named "James Malycha"

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Predicting the Emergency Department Patient Journey Using a Machine Learning Approach.
Joshua George Kovoor, Gavin John Carmichael, Brandon Stretton, Aashray K Gupta, Oliver S Kleinig, James Malycha

JMIR AI· December 2025

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Factors underpinning the performance of implemented artificial intelligence-based patient deterioration prediction systems: reasons for selection and implications for hospitals and researchers.
Anton H van der Vegt, Victoria Campbell, Shuyi Wang, James Malycha, Ian A Scott

J Am Med Inform Assoc· March 2025

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In-hospital mortality is associated with observation-chart modifications.
Daksh Tyagi, Sheryn Tan, Joshua G Kovoor, Brandon Stretton, Minh-Son To, James Malycha

Aust Crit Care· November 2024

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Meeting medical emergency response criteria for hypertension is not associated with an increased likelihood of in-hospital mortality in a tertiary referral center.
Jin Nuo Joan Tsang, Stephen Bacchi, Christopher D Ovenden, Rudy Goh, Joshua G Kovoor, James Malycha

Resusc Plus· September 2024

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Intensive care unit admission criteria: a scoping review.
James Soares, Catherine Leung, Victoria Campbell, Anton Van Der Vegt, James Malycha

J Intensive Care Soc· August 2024

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Defining the correlates of lymphopenia and independent predictors of poor clinical outcome in adults hospitalized with COVID-19 in Australia.
Priyanka Hastak, Deborah Cromer, James Malycha, Christopher R Andersen, Eamon Raith

Sci Rep· May 2024

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Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain.
Anton H van der Vegt, Victoria Campbell, Imogen Mitchell, James Malycha, Joanna Simpson

J Am Med Inform Assoc· January 2024

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Surgery's Rosetta Stone: Natural language processing to predict discharge and readmission after general surgery.
Joshua G Kovoor, Stephen Bacchi, Aashray K Gupta, Brandon Stretton, Silas D Nann, James Malycha

Surgery· December 2023

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Double or nothing: Costs of duplicate haematinic ordering in medical inpatients.
Thomas Jackson Wiseman, Sheryn Tan, Brandon Stretton, Joshua Kovoor, Aashray Gupta, James Malycha

Transfus Med· October 2023

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The Adelaide Score: An artificial intelligence measure of readiness for discharge after general surgery.
Joshua G Kovoor, Stephen Bacchi, Aashray K Gupta, Brandon Stretton, James Malycha

ANZ J Surg· September 2023

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Single count breath test for the evaluation of respiratory function in Myasthenia Gravis: A systematic review.
Noel Dishnica, Alysha Vuong, Lucy Xiong, Sheryn Tan, Joshua Kovoor, James Malycha

J Clin Neurosci· June 2023

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Protocol describing a systematic review and mixed methods consensus process to define the deteriorated ward patient.
James Malycha, Chris Andersen, Oliver C Redfern, Sandra Peake, Christian Subbe

BMJ Open· September 2022

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Artificial intelligence and clinical deterioration.
James Malycha, Stephen Bacchi, Oliver Redfern

Curr Opin Crit Care· June 2022

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Evaluation of a digital system to predict unplanned admissions to the intensive care unit: A mixed-methods approach.
James Malycha, Oliver Redfern, Marco Pimentel, Guy Ludbrook, Duncan Young

Resusc Plus· March 2022

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Systematic review of applied usability metrics within usability evaluation methods for hospital electronic healthcare record systems: Metrics and Evaluation Methods for eHealth Systems.
Marta Weronika Wronikowska, James Malycha, Lauren J Morgan, Verity Westgate, Tatjana Petrinic

J Eval Clin Pract· December 2021

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Detecting Deteriorating Patients in the Hospital: Development and Validation of a Novel Scoring System.
Marco A F Pimentel, Oliver C Redfern, James Malycha, Paul Meredith, David Prytherch

Am J Respir Crit Care Med· July 2021

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Using real-time location devices (RTLD) to quantify off-unit adult intensive care registrar workload: a 1-year tertiary NHS hospital prospective observational study.
James Malycha, Daniel Murphy, Graham Barker, Guy Ludbrook, J Duncan Young

J Clin Monit Comput· August 2020

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Corrigendum to "Quality metrics for the evaluation of Rapid Response Systems: Proceedings from the third international consensus conference on Rapid Response Systems" [Resuscitation 141 (2019) 1-12].
Christian P Subbe, Jonathan Bannard-Smith, Jacinda Bunch, Ratapum Champunot, Michael A DeVita, James Malycha

Resuscitation· December 2019

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Testing a digital system that ranks the risk of unplanned intensive care unit admission in all ward patients: protocol for a prospective observational cohort study.
James Malycha, Oliver C Redfern, Guy Ludbrook, Duncan Young, Peter J Watkinson

BMJ Open· September 2019

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Quality metrics for the evaluation of Rapid Response Systems: Proceedings from the third international consensus conference on Rapid Response Systems.
Christian P Subbe, Jonathan Bannard-Smith, Jacinda Bunch, Ratapum Champunot, Michael A DeVita, James Malycha

Resuscitation· August 2019

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Reply to: NEWS2 needs to be tested in prospective trials involving patients with confirmed hypercapnia.
Marco A F Pimentel, Gary B Smith, Oliver C Redfern, Stephen Gerry, Gary S Collins, James Malycha

Resuscitation· June 2019

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The effect of fractional inspired oxygen concentration on early warning score performance: A database analysis.
James Malycha, Nazli Farajidavar, Marco A F Pimentel, Oliver Redfern, David A Clifton

Resuscitation· June 2019

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Patient centred variables with univariate associations with unplanned ICU admission: a systematic review.
James Malycha, Timothy Bonnici, David A Clifton, Guy Ludbrook, J Duncan Young

BMC Med Inform Decis Mak· May 2019

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The National Early Warning Score 2 (NEWS2).
Gary B Smith, Oliver C Redfern, Marco Af Pimentel, Stephen Gerry, Gary S Collins, James Malycha

Clin Med (Lond)· May 2019

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A comparison of the ability of the National Early Warning Score and the National Early Warning Score 2 to identify patients at risk of in-hospital mortality: A multi-centre database study.
Marco A F Pimentel, Oliver C Redfern, Stephen Gerry, Gary S Collins, James Malycha

Resuscitation· January 2019

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