Yes, you can. Implants can be used to support rows of teeth (bridges) that are fully fixed and do not require removal. You would typically require 4-6 implants in each jaw to help 10-12 missing teeth.
The teeth will be made of porcelain, giving you the closest feel to having your natural teeth again.