The article provides update to the article "An Algorithm for the use of Medicare Claims Data to Identify Women With Incident Breast Cancer," by A. B. Nattinger, P. W. Laud, R. Bajorunaite, R. A. Sparapani and J. L. Freeman which was published in the December 2004 issue.