Yes. A personal injury claim is filed against the person who caused the accident and that person's insurance company must pay. The fact that you were not covered by your own insurance policy at the time of the accident does not prevent you from making a claim.
If you'd like to speak to an attorney about your personal injury claim, contact the lawyers at Gross & Romanick at 703-273-1400 or by filling out their online Information Request form.