Polyhydramnios is excessive amniotic fluid surrounding the fetus in the womb. Some fetal anomalies that have been associated with polyhydramnios include central nervous system abnormalities, gastrointestinal defects, and genetic syndromes. The document discusses congenital anomalies that have been linked to polyhydramnios based on information from Hagen's book.