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7, if examined, will very likely have older patients compared to some of the other clusters. Cluster 8
classifies patients with problems in the female reproductive system. Patients in Cluster 9 have a serious
heart problem, including ischemic heart disease. Cluster 10 generally contains patients with abdominal
problems, and problems in the digestive system. These patients appear to have milder conditions com-
Table 5. Ten clusters of diagnosis codes eliminating childbirth using a 5% sample
Cluster
ICD9 Codes
Translation
Frequency
1
530, 278, 786,
305, 493, 496,
518, 491, 486,
272
Diseases of esophagus, Overweight, obesity and other hyperalimentation, Symptoms involving
respiratory system and other chest symptoms, Nondependent abuse of drugs,Asthma, Chronic
airway obstruction, not elsewhere classified, Other diseases of lung, Chronic bronchitis,
Pneumonia, organism unspecified, Disorders of lipoid metabolism
35,484
2
304, 311, 300,
303, 305, 295,
788, 291, 592,
724
Drug dependence, Depressive disorder, not elsewhere classified, Anxiety, dissociative and
somatoform disorders,Alcohol dependence syndrome, Nondependent abuse of drugs, Schizo-
phrenic disorders, Symptoms involving urinary system, Alcohol-induced mental disorders,
Calculus of kidney and ureter, Other and unspecified disorders of back
30,608
3
995, 403, 038,
682, 707, 599,
518, 584, 780,
041
Certain adverse effects not elsewhere classified, Hypertensive kidney disease, Septicemia,
Other cellulitis and abscess, Chronic ulcer of skin, Other disorders of urethra and urinary
tract, Other diseases of lung, Acute renal failure, General symptoms, Bacterial infection in
conditions classified elsewhere and of unspecified site
62,321
4
303, 493, 724,
304, 309, v62,
v15, 305, 301,
314
Alcohol dependence syndrome, Asthma, Other and unspecified disorders of back, Alcohol
dependence syndrome, Adjustment reaction, Other psychosocial circumstances, Other
personal history presenting hazards to health, Nondependent abuse of drugs, Personality
disorders, Hyperkinetic syndrome of childhood
9838
5
434, 401, v15,
278, 784, 272,
722, 244, v12,
v58
Occlusion of cerebral arteries, Essential hypertension, Other personal history presenting
hazards to health, Overweight, obesity and other hyperalimentation, Symptoms involving
head and neck, Disorders of lipoid metabolism, Intervertebral disc disorders, Acquired hy-
pothyroidism, Personal history of certain other diseases, Encounter for other and unspecified
procedures and aftercare
38,634
6
585, 285, 995,
403, 996, 041,
v45, 038, 250,
599
Chronic kidney disease (CKD), Other and unspecified anemias, Certain adverse effects
not elsewhere classified, Hypertensive kidney disease, Complications peculiar to certain
specified procedures, Bacterial infection in conditions classified elsewhere and of unspeci-
fied site, Other postprocedural states, Septicemia, Diabetes, Other disorders of urethra and
urinary tract
7971
7
300, 244, 530,
272, 294, v43,
v57, 496, 331,
715
Anxiety, dissociative and somatoform disorders, Acquired hypothyroidism, Diseases of
esophagus, Disorders of lipoid metabolism, Persistent mental disorders due to conditions
classified elsewhere, Organ or tissue replaced by other means, Care involving use of reha-
bilitation procedures, Chronic airway obstruction, not elsewhere classified, Other cerebral
degenerations, Osteoarthrosis and allied disorders
33,194
8
618, 614, 625,
577, 617, 620,
621, 616, 574,
278
Genital prolapse, Inflammatory disease of ovary, fallopian tube, pelvic cellular tissue, and
peritoneum, Pain and other symptoms associated with female genital organs, Diseases of
pancreas, Endometriosis, Noninflammatory disorders of ovary, fallopian tube, and broad
ligament, Disorders of uterus, not elsewhere classified, Inflammatory disease of cervix,
vagina, and vulva, Cholelithiasis, Overweight, obesity and other hyperalimentation
9340
9
402, 411, 428,
427, v45, 414,
272, 410, 424,
496
Hypertensive heart disease, Other acute and subacute forms of ischemic heart disease, Heart
failure, Cardiac dysrhythmias, Other postprocedural states, Other forms of chronic ischemic
heart disease, Disorders of lipoid metabolism, Acute myocardial infarction, Other diseases
of endocardium, Chronic airway obstruction, not elsewhere classified
55,198
10
276, 280, 562,
553, 560, 535,
787, 530, 564,
998
Disorders of fluid, electrolyte, and acid-base balance, Iron deficiency anemias, Diverticula
of intestine, Other hernia of abdominal cavity without mention of obstruction or gangrene,
Intestinal obstruction without mention of hernia, Gastritis and duodenitis, Symptoms involv-
ing digestive system, Diseases of esophagus, Functional digestive disorders, not elsewhere
classified, Other complications of procedures, NEC
32,328
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