Dilaudid, also known as hydromorphone, is a prescription medication used to treat severe pain. It belongs to a class of drugs known as opioid analgesics and works by affecting the brain to change how your body responds to pain. Dilaudid is typically prescribed for pain relief after surgery or for chronic pain conditions such as cancer.