The 4th Annual Regional Perinatal Forum's conference entitled "Prematurity and Low Birth Weight in the Hudson Valley: Developing a Regional Action Plan to Eliminate Disparities" was held on October 19, 2005 at the Maria Fareri Children's Hospital Auditorium at Westchester Medical Center with keynote speaker Joycelyn Elders, M.D., Former U.S. Surgeon General.