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. Author manuscript; available in PMC: 2025 Feb 13.
Published in final edited form as: Proc Conf Empir Methods Nat Lang Process. 2022 Dec;2022:2873–2885. doi: 10.18653/v1/2022.emnlp-main.185

Table 4:

A synthetic patient generated by PromptEHR based on a real patient record. The imputed events are marked yellow. For demonstration, we cut the events after the fifth for each visit due to the space limit.

Visit-1 Diagnosis: Pneumonia, Hematemesis, Heart failure, Emphysema
Labtest: Leukocytes, Urea Nitrogen, Calcium, Ketone
Procedure: Enteral infusion of nutrition, Insertion of airway, Replace tracheostomy tube, Temporary tracheostomy
Visit-2 Diagnosis: Heart failure, Respiratory conditions, Tracheostomy status, Stomach disorder
Labtest: Urine Appearance, Yeast, Platelet Count, Calculated Total CO2
Procedure: Biopsy of bronchus, Replace gastrostomy tube, Invasive mechanical ventilation, Infusion of nesiritide
Visit-3 Diagnosis: Pneumonia, Mechanical complication, Pulmonary manifestations, Disorders of urinary tract
Labtest: INR(PT), Epithelial Cells, RBC, Urine Appearance
Procedure: Insertion of airway, Enterostomy, Lysis of peritoneal adhesions, Lung biopsy
Visit-4 Diagnosis: Mechanical complication, Hodgkin’s paragranuloma, Pressure ulcer, Heart failure
Labtest: Urine Color, Urobilinogen, Bands, Urea Nitrogen
Procedure: Infusion of nesiritide, Endoscopy of small intestine, Gastrostomy, Replace tracheostomy tube
Visit-5 Diagnosis: Urethra disorder, Attention to tracheostomy/gastrostomy, Pneumonia, Heart failure
Labtest: MCH, Bacteria, Lymphocytes, Calculated Total CO2
Drug: Fluticasone Propionate 110mcg, SW, Bisacodyl, Iso-Osmotic Dextrose
Procedure: Replace tracheostomy tube, Heart cardiac catheterization, Enteral infusion of nutrition
Visit-6 Diagnosis: Pneumonia, Heart failure, Endomyocardial fibrosis, Mechanical complication
Labtest: pH, Epithelial Cells, WBC, Protein
Drug: Neutra-Phos, Mirtazapine, Fluconazole, SW
Procedure: Invasive mechanical ventilation, Airway infusion, Monitoring of cardiac output, Lung biospy