Research Topic: Development, Validation, and Implementation of an Adaptive Machine Learning Model for Peri-operative Mortality Prediction and its Adoption into Combat Casualty Care
Supervisors: Mr Owen Johnson, Dr Alwyn Kotzé, Prof Geoff Hall, Prof Tom Woolley
About Allan: Having graduated from Leeds University Medical School (MBChB) in 2010 and gained my Fellowship of the Royal College of Anaesthesia (FRCA) in 2019, I am a Military Senior Anaesthetic Registrar on the Northern School of Anaesthesia and Intensive Care Medicine specialist training rotation. My sub-speciality interests include digital health and major trauma management. My proposed research programme will examine the use of machine learning techniques in producing a predictive adaptive model in perioperative outcomes and explore its utilisation by front-line healthcare workers.