The diagnosis of advanced heart failure involves a comprehensive assessment that includes a detailed medical history, physical examination, and various diagnostic tests. These tests often include echocardiography, Electrocardiogram (ECG), blood tests (e.g., BNP or NT-proBNP), and imaging studies like a chest X-ray or MRI. The New York Heart Association (NYHA) classification is often used to assess the severity of symptoms.