Hydromorphone is an opioid medication that treats severe pain by blocking pain signals in your brain. The brand name of this medication is Dilaudid®. This medication comes in a tablet form that you can take by mouth with a glass of water as directed.HYDROMORPHONE treats severe pain. It is prescribed when other pain medications have not worked or cannot be tolerated. It works by blocking pain signals in the brain.