Burn the ISO to DVD using ImgBurn at 4x speed with Verify - it never fails.
If this does not boot, then it is the ISO which needs to be redownloaded then have its HASH and SHA-1 verified from official release:
Windows 7 RTM SHA-1 hash / checksums
Where did you get the ISO?