Targeted drug therapy is a type of cancer treatment that uses drugs designed to "target" cancer cells without affecting normal cells. Unlike traditional chemotherapy, which can harm both cancerous and healthy cells, targeted therapies focus on specific molecular targets associated with cancer. This makes the treatment more effective and reduces side effects.