It depends on your definition of the word 'catch' in this context. Some infections (such as HPV) can increase the risk of cancer. If you are unfortunate to be radiated with a single dose of around 70 rads you will have radiation sickness that will lead to cancer in the human body. The severity of this (similarly with Covid) is dependent on age, pre-existing conditions etc.