Apollo Hospital, University College London, Apollo Hospital, University of Edinburgh, University of Edinburgh, University of Toronto - Sunnybrook Health Sciences Centre, University of Edinburgh - Asthma UK Centre for Applied Research and University of Amsterdam - Department of Medical Informatics