title: Automated medical literature retrieval.
abstract: BACKGROUND
  The constantly growing publication rate of medical research articles puts increasing pressure on medical specialists who need to be aware of the recent developments in their field. The currently used literature retrieval systems allow researchers to find specific papers; however the search task is still repetitive and time-consuming.
  
  
  OBJECTIVE
  In this paper we describe a system that retrieves medical publications by automatically generating queries based on data from an electronic patient record. This allows the doctor to focus on medical issues and provide an improved service to the patient, with higher confidence that it is underpinned by current research.
  
  
  METHODS
  Our research prototype automatically generates query terms based on the patient record and adds weight factors for each term. Currently the patient's age is taken into account with a fuzzy logic derived weight, and terms describing blood-related anomalies are derived from recent blood test results. Conditionally selected homonyms are used for query expansion. The query retrieves matching records from a local index of PubMed publications and displays results in descending relevance for the given patient. Recent publications are clearly highlighted for instant recognition by the researcher.
  
  
  RESULTS
  Nine medical specialists from the Royal Adelaide Hospital evaluated the system and submitted pre-trial and post-trial questionnaires. Throughout the study we received positive feedback as doctors felt the support provided by the prototype was useful, and which they would like to use in their daily routine.
  
  
  CONCLUSIONS
  By supporting the time-consuming task of query formulation and iterative modification as well as by presenting the search results in order of relevance for the specific patient, literature retrieval becomes part of the daily workflow of busy professionals.
authors.affiliation: CSIRO ICT Centre ;  Australian National University.
authors.forename: Krumpholz
authors.initials: K
authors.lastname: Alexander
authors.forename: David
authors.initials: D
authors.lastname: Hawking
authors.forename: Richard
authors.initials: R
authors.lastname: Jones
authors.forename: Tom
authors.initials: T
authors.lastname: Gedeon
authors.forename: Hugh
authors.initials: H
authors.lastname: Greville
keywords: Literature retrieval