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Optimal Cancer Screening
Life-Cycle Monte Carlo Simulations for the case of Colon and Rectum Cancers
ISBN/EAN: 9783838300894
Umbreit-Nr.: 1315361
Sprache:
Deutsch
Umfang: 64 S.
Format in cm: 0.4 x 22 x 15
Einband:
kartoniertes Buch
Erschienen am 12.08.2009
- Zusatztext
- A dynamic stochastic model for colon and rectum cancer is developed to obtain the optimal ages to perform colonoscopies. The currently recommended guideline for colonoscopy is to test at ages 50, 60, 70, 80 and 90. Our Monte Carlo simulation yields a cost/life-year saved of $54,919.62 for the official policy. We ask the following: if we could reallocate the 5 tests between the ages of 50 and 90, which ages for testing would give the lowest cost/life-year saved? Of the 91,309 possible policies 43,026, or 47%, have a better cost per life-year saved than the currently recommended guidelines. The policy with the lowest cost is to test at the ages of 64, 71, 73, 79, 85 with a cost of $38,081.37 per life-year saved. An improvement of 30% in the cost/life-year saved. The framework developed in this paper can be further used to evaluate the cost effectiveness of current guidelines for other cancers. The policies can be personalized by sex and race to have better cost- effectiveness ratios. Finally, guidelines can be developed to equate cost per life-year saved across different cancers.
- Autorenportrait
- He obtained his Ph.D. in economics from the University of Pennsylvania, specializing in computer economics. Previously he received a masters and bachelor in economics from the U. of British Columbia. He has been awarded First Place in the National Mathematics Olympiad and Third Place in the National Physics Olympiad.