You can heal completely from a bone break or muscle pull. But can you ever recover completely from a psychiatric "episode"?

Kanye West has had mental problems severe enough to be placed in a psychiatric hospital which I think he did himself. Can he be "normal" or does he have some mental weakness/sickness/aberration that can crop up again at any time futurely?