You can remember the meaning of 疾病 with this easy mnemonic:
You're always saying you have some kind of disease, or that you can't come to work because of some sickness (疾) or 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.