Title :
Experiments on the automated selection of patients for clinical trials
Author :
Fink, Eugene ; Hall, Lawrence O. ; Goldgof, Dmitry B. ; Goswami, Bhavesh D. ; Boonstra, Matthew ; Krischer, Jeffrey P.
Author_Institution :
Comput. Sci. & Eng., South Florida Univ., Tampa, FL, USA
Abstract :
When clinicians test a new treatment procedure, they need to identify and recruit patients with appropriate medical conditions. We have developed an expert system that helps clinicians select patients for experimental treatments, and to reduce the number and overall cost of related medical tests. We describe experiments on selecting patients for new treatments at the Moffitt Cancer Center. The experiments have shown that the system can increase the number of selected patients by a factor of three, and that it can also reduce the cost of the selection process.
Keywords :
cancer; cost reduction; medical expert systems; patient treatment; Moffitt Cancer Center; breast cancer; clinical trials; cost reduction; medical expert system; medical tests; patients automated selection; Acquired immune deficiency syndrome; Breast cancer; Clinical trials; Computer science; Costs; Knowledge based systems; Medical expert systems; Medical tests; Medical treatment; Recruitment;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1245699