Currently, only 5 percent of women deliver on their due date. The study authors said estimates can be off by as much as two or three weeks, early or late.
The cervix begins to soften and change shape as a woman's body prepares for labor.
Berghella's team examined the findings of five studies that included 735 women in all. The women had single-child pregnancies with babies in the correct head-down position.
The analysis revealed that when the cervix measured less than 30 millimeters (1.2 inches) at a woman's due date, she had less than a 50 percent chance of delivering within seven days. When the cervix measured 10 millimeters (0.4 inches), a woman had a more than 85 percent chance of delivering within seven days.
"Women always ask for a better sense of their delivery date in order to help them prepare for work leave, or to make contingency plans for sibling care during labor. These are plans which help reduce a woman's anxiety about the onset of labor," Berghella said in the news release.
"But having a better sense can also help obstetricians provide information that could help improve or even save a mother's or baby's life," he added.