Can you leave a deep splinter in your foot?

You could leave a deep splinter in your foot but it is not recommended. Any foreign body in the human body can cause infection. That infection can spread to the bones and muscles of the feet and on up into the leg and eventually abdominal cavity. I'd recommend you get it out.