Table 4.
Comparison of the diagnoses by Doctor AI for a frequent and an infrequent disease code after 200 time step.
| Hypertension | Klinefelter’s syndrome | ||
|---|---|---|---|
| ICD9 | Description | ICD9 | Description |
| 401 | Essential hypertension | 272 | Disorders of lipoid metabolism |
| 272 | Disorders of lipoid metabolism | V70 | General medical examination |
| 786 | Symptoms involving respiratory system and other chest symptoms | V04 | Need for prophylactic vaccination and inoculation against certain diseases |
| V06 | Need for prophylactic vaccination and inoculation against combinations of diseases | 730 | Osteomyelitis, periostitis, and other infections involving bone |
| 790 | Nonspecific findings on examination of blood | 780 | General symptoms |
| V76 | Special screening for malignant neoplasms | 783 | Symptoms concerning nutrition, metabolism, and development |
| V04 | Need for prophylactic vaccination and inoculation against certain diseases | 295 | Schizophrenic disorders |
| V70 | General medical examination | V76 | Special screening for malignant neoplasms |
| 780 | General symptoms | 141 | Malignant neoplasm of tongue |
| 276 | Disorders of fluid, electrolyte, and acid-base balance | V06 | Need for prophylactic vaccination and inoculation against combinations of diseases |
| 782 | Symptoms involving skin and other integumentary tissue | 250 | Diabetes mellitus |
| 268 | Vitamin D deficiency | 782 | Symptoms involving skin and other integumentary tissue |
| 719 | Other and unspecified disorders of joint | 786 | Symptoms involving respiratory system and other chest symptoms |
| 427 | Cardiac dysrhythmias | 208 | Leukemia of unspecified cell type |
| 380 | Disorders of external ear | 401 | Essential hypertension |
| 250 | Diabetes mellitus | 790 | Nonspecific findings on examination of blood |
| 599 | Other disorders of urethra and urinary tract | 280 | Iron deficiency anemias |
| V72 | Special investigations and examinations | 607 | Disorders of penis |
| 789 | Other symptoms involving abdomen and pelvis | 281 | Other deficiency anemias |
| 729 | Other disorders of soft tissues | V03 | Need for prophylactic vaccination and inoculation against bacterial diseases |
| 682 | Other cellulitis and abscess | 332 | Parkinson’s disease |
| V03 | Need for prophylactic vaccination and inoculation against bacterial diseases | 255 | Disorders of adrenal glands |
| 724 | Other and unspecified disorders of back | 799 | Other ill-defined and unknown causes of morbidity and mortality |
| V58 | Encounter for other and unspecified procedures and aftercare | 244 | Acquired hypothyroidism |
| 278 | Overweight, obesity and other hyperalimentation | V58 | Encounter for other and unspecified procedures and aftercare |
| V82 | Special screening for other conditions | 151 | Malignant neoplasm of stomach |
| V65 | Other persons seeking consultation | 294 | Persistent mental disorders due to conditions classified elsewhere |
| 585 | Chronic kidney disease (CKD) | V72 | Special investigations and examinations |
| 274 | Gout | 344 | Other paralytic syndromes |
| V49 | Other conditions inuencing health status | 146 | Malignant neoplasm of oropharynx |