Yes, scar tissue can sometimes appear similar to cancer on imaging studies such as CT scans or MRIs. This can pose a challenge for clinicians trying to determine whether a suspicious area is scar tissue or a recurring tumor. Advanced imaging techniques and sometimes even biopsy may be required to differentiate between the two.