To the best of my knowledge, all of the same diseases/pathogens can effect them. That said, they're usually much more resistant to parasitic infections; their slime coat is thicker and slightly toxic.
Bacterial infections are generally the most common disease issue I've seen with eels. I wouldn't say they're more prone to them than traditional fish, but they do often have trouble with them if their slime coat gets abraded or damaged.