TRENTON , N.J. — Insurance companies are taking a harder look at advanced medical scans like CT scans, citing spiraling costs and safety concerns. And some doctors agree there's emerging evidence that these scans are being over-prescribed.

"Costs are soaring in this area, quality concerns are mounting and safety concerns are mounting,” said Karen Ignagni , chief executive officer of the trade group...