A rule-out diagnosis is a process used by healthcare professionals to eliminate possible conditions that could be causing a patient's symptoms, narrowing down the list of potential diagnoses. This method is crucial in preventing misdiagnosis and ensuring that the patient receives appropriate treatment for their actual condition.