Clinical deployment of a medical expert system to increase accruals for clinical trials: Challenges

Sergiy Fefilatyev, Tim V. Ivanovskiy, Lawrence O. Hall, Dmitry B. Goldgof, Shibendra Pobi, Halina Greenstien, Amit P. Pathak, Christopher R. Garrett

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Before new medical treatments become available to the public, clinicians must conduct extensive trials to determine the efficacy of the novel therapy. In order for the clinical trial to be successful, a significant number of patients with an appropriate set of medical conditions must be accrued. We have implemented a web-based expert system at the H. Lee Moffitt Cancer Center & Research Institute in the Gastrointestinal Tumor Clinic (GITC) to help physicians screen patients for phase II trials. Our system allows physicians to screen a patient for multiple trials simultaneously. Our experiments have shown that adaptation of the system into a clinical environment and the success of the system are related to the amount of time physicians are willing to spend entering data. We also found significant regulatory issues (HIPAA) that make implementation challenging.

Original languageEnglish (US)
Title of host publication2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1482-1487
Number of pages6
ISBN (Print)1424409918, 9781424409914
DOIs
StatePublished - 2007
Event2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007 - Montreal, QC, Canada
Duration: Oct 7 2007Oct 10 2007

Publication series

NameConference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN (Print)1062-922X

Other

Other2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007
Country/TerritoryCanada
CityMontreal, QC
Period10/7/0710/10/07

ASJC Scopus subject areas

  • General Engineering

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