Some diseases leave marks on the skeleton, in those cases disease can be fairly accurately diagnosed in long deceased remains. In other cases like HIV the virus itself mutates rapidly which can leave a trail if you sequence enough variants, but this is not detectable long after death unless there are preserved/frozen samples.
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