What is ‘pre-existing condition’?

I was just having a look through some quotes I got from private medical insurers and most of them mention that they don't cover a 'pre-existing condition'. Can someone tell me what this means!?

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These are conditions for which you have had previous treatment before taking up the insurance and which are considered "ongoing"