You can remember the meaning of 精神病 with this easy mnemonic:
This mental disorder gives you a strange energy (精) that makes you feel like God (神). It's a rare ailment (病).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.