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Text Processing of Emergency Hospital Data

Primary supervisor

David Taniar

Are you interested in working with hospital data? This project is a collaboration with the Faculty of Medicine, Monash University. In this project, you will be working with medical doctors from Monash Health. 

Student cohort

Double Semester

Aim/outline

Emergency triage data refers to information collected during the initial assessment of patients in an emergency department. This data is used to prioritise patients based on the severity of their condition, allowing nurses and doctors to allocate resources and treatment effectively. It helps determine the order in which patients will receive care, ensuring those with the most critical needs are attended to first. This emergency triage data is typically textual data. This project involves natural language processing and analysis of emergency triage data from hospitals. 

Required knowledge

  • You should have done FIT5217 (Natural Language Processing)
  • You should have a strong programming background
  • You are familiar with various data science techniques
  • You are familiar with GenAI programming and tools