You can remember the meaning of 医院 with this easy mnemonic:
Can all the doctors (医) gather in the courtyard (院) of the hospital for a meeting?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.