No medical test is 100% accurate. False positives and false negatives can occur. For instance, a biopsy is considered highly reliable but may sometimes miss cancer if the sample is not taken from the right area. Imaging tests can sometimes detect benign conditions that look like cancer, leading to unnecessary worry and additional testing.