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Publications

  1. G.A.L. Jones, M. Wiegand, S. Ray, D.W. Gould, R. Agbeko, K. Thomas, I. Chang, M. Orzol, L. O'Neill, C. Au, E. Draper, L. Elliot-Major, E. Giallongo,  L. Lampro, J. Lillie MD, J. Pappachan, P. Ramnarayan, K.M. Rowan, D.A. Harrison, P.R. Mouncey,  M.J. Peters (for the Oxy-PICU Investigators* of the Paediatric Critical Care Society Study Group) (PCCS-SG) (2024). Ethnicity and observed oxygen saturations, fraction of inspired oxygen and clinical outcomes: a post-hoc analysis of the Oxy-PICU trial of conservative oxygenation.  Submitted to Pediatric Critical Care Medicine.  

  1. M. T. Cabeleira, D.V. Anand, N.C. Ovenden, V. Diaz_Zuccarini V (2024). Comparing physiological impacts of positive pressure ventilation versus self-breathing via a versatile cardiopulmonary model incorporating a novel alveoli opening mechanism (pre-print imminent and submission to Journal of Royal Society Interface) 

  1. G. Grigorian, V. Volodina, J. Chen, S. Ray, S., F.A. DiazDelaO, S. Arridge (2024). Grey-box modelling with uncertainty quantification of oxygen dissociation curve (advanced stage of preparation).   

  1. S. Jackson, D. Ming, F.A. DiazDelaO, S. Saffaran (2024). Calibration of a nearly symmetric respiratory simulator (in preparation)   

  1. G. Grigorian, S.V. George, S Lishak, R.J. Shipley, S. Arridge (2024). A hybrid neural ODE model of the cardiovascular system. Under revision, Journal of the Royal Society Interface. 

  1. H.J. Kinnear, F.A. DiazDelaO (2024) Branching subset simulation, https://arxiv.org/abs/2209.02468. Under review, Applied Mathematical Modelling. 

  1. D. Ming, D. Williamson, S. Jackson, F.A. DiazDelaO, S. Saffaran (2024). Linked deep Gaussian process for model networks (under review, Technometrics) 

  1. A. Septiandri, T. Jendoubi, D.A. DiazDelaO (2024). Handling missing data in healthcare scenarios (advanced stage of preparation). 

  1. S. Ray et al (2024), Redefining model discrepancy in calibration: learning missing model components from observations, in preparation for Phil Trans B (special issue)  

  1. S. Ray, M. Peters, H. Kinnear, F.A. DiazDelaO, et al (2024). Pilot in-vivo study of chest compression quality with CPR-feedback using a small chest sensor potentially suitable for infants and children. (In preparation)   

  1. S. Lishak, G. Grigorian, S.V. George, N.C. Ovenden, R.J. Shipley, S. Arridge (2023). A variable heart rate multi-compartmental coupled model of the cardiovascular and respiratory systems. Journal of the Royal Society Interface 20:20230339. doi.org/10.1098/rsif.2023.0339 

  1. L. Khalil, S.V. George, K. Brown, S. Ray, S. Arridge (2023). Transitions in intensive care: investigating critical slowing down post extubation. Submitted to PLOS Digital Health.    

  1. T. Peros, F. Ricciardi, J. Booth, S. Ray, M.J. Peters. Evaluation of blood pressure trajectories and outcome in critically ill children with initial hypertension on admission to Paediatric Intensive Care. Anaesth Crit Care Pain Med. 2022 Dec;41(6):101149.  

  1. M Peters, RJ Shipley, 2020. Clinical Classification of Cold and Warm Shock: Is There a Signal in the Noise? Pediatric Critical Care Medicine, 21(12):1085-1087.