Brain scans of canine candidates to assist people with disabilities can help predict which dogs will fail a rigorous service training program, a study by finds. The study found that fMRI boosted the ability to identify dogs that would ultimately fail service-dog training to 67 percent, up from about 47 percent without the use of fMRI.