It's sometimes poorly done, but this is true of all the sciences; malpractice and poor rigour in particular experiments don't invalidate an entire field. It's also sometimes misused by other fields, but this is (again) true of all the sciences - a therapist misapplying a principle doesn't stop psychology being a science any more than an engineer miscalculating makes physics pseudoscience.
Science is about the approach, not the topic or the perception.