You can remember the meaning of 医学 with this easy mnemonic:
Our Western doctors (医) learned (学) about Chinese medicine from our Asian team.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.