False negatives in the context of cancer refer to test results that incorrectly indicate a person does not have cancer when they actually do. This can occur during various stages of diagnostic processes, including imaging, biopsy, and blood tests. False negatives can have serious implications, such as delayed treatment, progression of the disease, and reduced chances of survival.