• DocumentCode
    2076599
  • Title

    Roentgen: radiation therapy and case-based reasoning

  • Author

    Berger, Jeffrey

  • Author_Institution
    Artificial Intelligence Lab., Chicago Univ., IL, USA
  • fYear
    1994
  • fDate
    1-4 Mar 1994
  • Firstpage
    171
  • Lastpage
    177
  • Abstract
    Roentgen is a case-based aid to radiation therapy planning. It relies on an archive of past therapy cases to suggest plans for new therapy patients. Roentgen supports therapy planning by: (1) retrieving the case which best matches the geometry and treatment constraints of the new patient; (2) tailoring the plan to the specific details of the patient; (3) evaluating the results of applying the plan; and (4) repairing the plan to avoid any discovered faults in treatment results. This final plan is the system´s suggestion to the human planner. Roentgen breaks new ground in solving problems in a domain dominated by spatial reasoning and the satisfying of constraints
  • Keywords
    case-based reasoning; constraint handling; medical expert systems; planning (artificial intelligence); radiation therapy; Roentgen; case-based aid; case-based reasoning; faults; geometry; past therapy cases; patient treatment plan; plan repair; radiation therapy planning; spatial reasoning; treatment constraints; Artificial intelligence; Biomedical applications of radiation; Cancer; Geometry; Humans; Laboratories; Lungs; Medical treatment; Spinal cord; Structural beams;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence for Applications, 1994., Proceedings of the Tenth Conference on
  • Conference_Location
    San Antonia, TX
  • Print_ISBN
    0-8186-5550-X
  • Type

    conf

  • DOI
    10.1109/CAIA.1994.323677
  • Filename
    323677