Title :
Roentgen: radiation therapy and case-based reasoning
Author_Institution :
Artificial Intelligence Lab., Chicago Univ., IL, USA
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;
Conference_Titel :
Artificial Intelligence for Applications, 1994., Proceedings of the Tenth Conference on
Conference_Location :
San Antonia, TX
Print_ISBN :
0-8186-5550-X
DOI :
10.1109/CAIA.1994.323677