A core needle biopsy is a medical procedure used to extract a small sample of tissue from a suspected cancerous area for examination. Unlike a fine needle aspiration, which uses a thinner needle, a core needle biopsy uses a larger, hollow needle to remove a cylindrical sample of tissue.