You can remember the meaning of 胸部 with this easy mnemonic:
I have a sharp pain in my chest (胸), which department (部) should I go to at the hospital?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.