@TjLaZer
Not easily.
You can use the resistance function of a multimeter to ascertain if the capacitor can hold a charge. All tests are done with the power off.
You may be able to test the capacitor whilst still on the PCB. Use a high range resistance function of a DVM (100K or more) and connect the probes across the capacitor. The reading should quickly rise. If the resistance does not rise, the capacitor is suspect.
After testing the capacitor, use a 1K resistor or similar to short it out, before testing the next one.
I have paraphrased things somewhat, but I hope you get the idea.