Diagnosis of toxic pneumonia involves a combination of clinical evaluation, history of exposure, and diagnostic tests. A detailed history of the patient's exposure to potential toxic agents is crucial. Chest X-rays or CT scans can reveal lung inflammation, while blood tests may indicate elevated white blood cell counts. In some cases, a bronchoscopy may be necessary to obtain lung tissue samples.