Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Visits
Adult patients (Age > 20 years)

7,510

Sex Count
Male 4150
Female 3340
In hospital
Mortality

44.47 %

Length of Stay Distribution
Mean LOS: 6.32 days FQ: 2 days Median: 4 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 )

Mean ΔT: 0.05 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 1260
Another hospital 1230
Another health facility including LTC 1260
Emergency department 1200
Unknown 1260
Court/Law enforcement 1280
Disposition Distribution
Disposition Count
Routine 1870
Transfer to short-term hospital 500
Home Health Care 530
Died in hospital 3340
Transfer other SNF, ICF, etc. 1110
Against medical advice 70
Unknown, Alive 60
Payer Distribution
Payer Count
Medicare 1050
Medicaid 1020
Private insurance 1040
Self-pay 1120
Other payer 1070
Unknown payer 1100
No charge 1080
Race Distribution
Race Count
White 1040
Black 1050
Hispanic 1120
Asian or Pacific Islander 1020
Native American 1020
Other 1120
Race missing, unknown 1110
State variation
S1 S2
Count 3740 3770
Sex : Male 55.6% 54.9%
Sex : Female 44.1% 44.8%
Source : Routine, birth, etc 16.8% 16.7%
Source : Another hospital 16.6% 15.9%
Source : Another health facility including LTC 15.8% 17.5%
Source : Emergency department 16.0% 15.9%
Source : Unknown 17.1% 16.4%
Source : Court/Law enforcement 17.1% 16.7%
Disposition : Routine 25.1% 24.7%
Disposition : Transfer to short-term hospital 5.9% 7.2%
Disposition : Home Health Care 7.0% 6.9%
Disposition : Died in hospital 44.7% 44.0%
Disposition : Transfer other SNF, ICF, etc. 14.7% 14.6%
Disposition : Against medical advice 1.1% 0.8%
Disposition : Unknown, Alive 0.8% 0.8%
Payer : Medicare 13.9% 14.1%
Payer : Medicaid 13.6% 13.3%
Payer : Private insurance 14.2% 13.5%
Payer : Self-pay 15.0% 14.6%
Payer : Other payer 14.4% 13.8%
Payer : Unknown payer 13.6% 15.6%
Payer : No charge 14.4% 14.3%
Race : White 13.9% 13.5%
Race : Black 13.4% 14.3%
Race : Hispanic 14.7% 14.9%
Race : Asian or Pacific Islander 13.1% 14.1%
Race : Native American 13.4% 13.8%
Race : Other 15.5% 14.1%
Race : Race missing, unknown 15.0% 14.6%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 1650 1340 1260 1120 1060 1060
Sex : Male 52.7% 54.5% 55.6% 53.6% 56.6% 58.5%
Sex : Female 46.7% 45.5% 43.7% 45.5% 42.5% 40.6%
Source : Routine, birth, etc 16.4% 19.4% 15.9% 15.2% 16.0% 16.0%
Source : Another hospital 15.8% 15.7% 16.7% 17.0% 16.0% 15.1%
Source : Another health facility including LTC 17.0% 14.9% 15.9% 16.1% 18.9% 17.0%
Source : Emergency department 16.4% 16.4% 14.3% 15.2% 16.0% 16.0%
Source : Unknown 17.0% 14.2% 17.5% 17.0% 17.0% 16.0%
Source : Court/Law enforcement 16.4% 17.2% 17.5% 17.9% 14.2% 17.9%
Disposition : Routine 20.6% 23.9% 24.6% 25.9% 27.4% 28.3%
Disposition : Transfer to short-term hospital 6.1% 5.2% 7.1% 6.3% 6.6% 7.5%
Disposition : Died in hospital 46.7% 48.5% 44.4% 45.5% 38.7% 38.7%
Disposition : Transfer other SNF, ICF, etc. 16.4% 12.7% 13.5% 13.4% 16.0% 15.1%
Disposition : Home Health Care 6.7% 7.5% 5.6% 6.3% 7.5% 6.6%
Payer : Medicare 13.3% 14.2% 13.5% 14.3% 15.1% 13.2%
Payer : Medicaid 13.3% 13.4% 13.5% 12.5% 14.2% 13.2%
Payer : Private insurance 13.9% 12.7% 13.5% 12.5% 14.2% 14.2%
Payer : Other payer 13.3% 14.2% 13.5% 14.3% 14.2% 14.2%
Payer : Unknown payer 14.5% 14.9% 15.1% 14.3% 12.3% 14.2%
Payer : No charge 15.2% 14.2% 14.3% 14.3% 14.2% 12.3%
Payer : Self-pay 13.9% 14.9% 14.3% 16.1% 13.2% 16.0%
Race : Black 12.7% 14.2% 14.3% 12.5% 14.2% 14.2%
Race : Hispanic 15.8% 14.2% 14.3% 15.2% 14.2% 13.2%
Race : Native American 12.7% 13.4% 13.5% 12.5% 13.2% 14.2%
Race : Other 15.2% 13.4% 15.9% 14.3% 14.2% 14.2%
Race : Race missing, unknown 15.2% 14.2% 13.5% 14.3% 16.0% 14.2%
Race : White 13.9% 14.9% 13.5% 14.3% 12.3% 13.2%
Race : Asian or Pacific Islander 13.3% 13.4% 11.9% 14.3% 14.2% 13.2%
Age Distribution
Age Count
60 - 79 2750
20 - 39 580
100 - 119 70
80 - 99 2760
40 - 59 1330
Mean age First quartile Median Third quartile
70.61 years 59 years 74 years 85 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 830 1800 3020 1850
Sex : Male 69.9% 61.1% 53.6% 45.4%
Sex : Female 27.7% 38.3% 46.4% 54.1%
Source : Court/Law enforcement 16.9% 17.2% 16.6% 16.8%
Source : Routine, birth, etc 16.9% 16.1% 16.9% 16.8%
Source : Another hospital 15.7% 15.6% 16.9% 16.2%
Source : Another health facility including LTC 15.7% 15.6% 16.9% 17.8%
Source : Emergency department 16.9% 16.7% 15.2% 15.7%
Source : Unknown 15.7% 17.8% 16.9% 15.1%
Disposition : Routine 59.0% 34.4% 19.9% 8.1%
Disposition : Transfer to short-term hospital 4.8% 6.7% 7.3% 4.9%
Disposition : Home Health Care 2.4% 5.0% 9.3% 7.0%
Disposition : Died in hospital 18.1% 38.9% 46.4% 57.8%
Disposition : Transfer other SNF, ICF, etc. 8.4% 10.6% 15.6% 19.5%
Disposition : Unknown, Alive 0% 0% 0.7% 0%
Payer : Medicare 13.3% 13.9% 14.2% 14.1%
Payer : Medicaid 12.0% 13.9% 12.9% 14.1%
Payer : Private insurance 14.5% 12.2% 14.9% 13.0%
Payer : Self-pay 15.7% 16.1% 13.2% 15.7%
Payer : Other payer 10.8% 13.9% 14.2% 15.1%
Payer : Unknown payer 14.5% 14.4% 14.9% 13.5%
Payer : No charge 15.7% 13.9% 14.9% 13.0%
Race : White 13.3% 13.9% 13.9% 13.5%
Race : Black 13.3% 13.3% 13.9% 14.1%
Race : Hispanic 15.7% 15.0% 14.6% 14.1%
Race : Asian or Pacific Islander 12.0% 13.9% 13.6% 13.5%
Race : Native American 12.0% 14.4% 12.9% 14.1%
Race : Other 15.7% 13.3% 15.6% 14.6%
Race : Race missing, unknown 15.7% 14.4% 14.9% 14.1%
Disposition : Against medical advice 3.6% 1.7% 0% 0%
Procedure Distribution
Procedure Code Description Count
P3723 Combined right and left heart cardiac catheterization 30
P3891 Arterial catheterization 400
P8856 Coronary arteriography using two catheters 100
P8703 Computerized axial tomography of head 180
P3961 Extracorporeal circulation auxiliary to open heart surgery 20
P5411 Exploratory laparotomy 20
P9604 Insertion of endotracheal tube 7510
P9915 Parenteral infusion of concentrated nutritional substances 80
P9969 Other conversion of cardiac rhythm 20
P8853 Angiocardiography of left heart structures 60
P9929 Injection or infusion of other therapeutic or prophylactic substance 30
P3895 Venous catheterization for renal dialysis 150
P8659 Closure of skin and subcutaneous tissue of other sites 100
P311 Temporary tracheostomy 30
P3778 Insertion of temporary transvenous pacemaker system 40
P3995 Hemodialysis 230
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 30
P3324 Closed [endoscopic] biopsy of bronchus 260
P9910 Injection or infusion of thrombolytic agent 50
P3783 Initial insertion of dual-chamber device 20
P3322 Fiber-optic bronchoscopy 100
P9962 Other electric countershock of heart 110
P8891 Magnetic resonance imaging of brain and brain stem 40
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 90
P0139 Other incision of brain 20
P3323 Other bronchoscopy 30
P8914 Electroencephalogram 60
P8872 Diagnostic ultrasound of heart 230
P8838 Other computerized axial tomography 40
P8965 Measurement of systemic arterial blood gases 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 40
P9960 Cardiopulmonary resuscitation, not otherwise specified 850
P9999 Other miscellaneous procedures 30
P9952 Prophylactic vaccination against influenza 20
P4233 Endoscopic excision or destruction of lesion or tissue of esophagus 30
P8964 Pulmonary artery wedge monitoring 40
P3893_2 Venous catheterization, not elsewhere classified 2nd 70
P9462 Alcohol detoxification 20
P3491 Thoracentesis 80
P8841 Arteriography of cerebral arteries 50
P9961 Atrial cardioversion 20
P8741 Computerized axial tomography of thorax 60
P9656 Other lavage of bronchus and trachea 40
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 70
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 7510
P9390 Non-invasive mechanical ventilation 370
P4131 Biopsy of bone marrow 20
P8961 Systemic arterial pressure monitoring 40
P9739 Removal of other therapeutic device from head and neck 20
P5491 Percutaneous abdominal drainage 60
P9955 Prophylactic administration of vaccine against other diseases 40
P4443 Endoscopic control of gastric or duodenal bleeding 20
P8801 Computerized axial tomography of abdomen 60
P0017 Infusion of vasopressor agent 110
P966 Enteral infusion of concentrated nutritional substances 80
P0131 Incision of cerebral meninges 50
P8962 Central venous pressure monitoring 50
P4513 Other endoscopy of small intestine 80
P3404 Insertion of intercostal catheter for drainage 120
P5123 Laparoscopic cholecystectomy 30
P9396 Other oxygen enrichment 180
P9607 Insertion of other (naso-)gastric tube 100
P3897 Central venous catheter placement with guidance 50
P8842 Contrast aortogram 20
P9394 Respiratory medication administered by nebulizer 20
P5459 Other lysis of peritoneal adhesions 30
P4562 Other partial resection of small intestine 20
P9960_2 Cardiopulmonary resuscitation, not otherwise specified 2nd 30
P9921 Injection of antibiotic 60
P3409 Other incision of pleura 30
P0881 Linear repair of laceration of eyelid or eyebrow 20
P5794 Insertion of indwelling urinary catheter 130
P0331 Spinal tap 180
P9904 Transfusion of packed cells 870
P3893 Venous catheterization, not elsewhere classified 1900
P8877 Diagnostic ultrasound of peripheral vascular system 20
P9905 Transfusion of platelets 150
P9671_2 Continuous invasive mechanical ventilation for less than 96 consecutive hours 2nd 40
P387 Interruption of the vena cava 20
P3722 Left heart cardiac catheterization 60
P3142 Laryngoscopy and other tracheoscopy 40
P9907 Transfusion of other serum 370
P022 Ventriculostomy 60
P9604_2 Insertion of endotracheal tube 2nd 110
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 20
DRG Distribution
DRG Code Description Count
DG204 DRG V24 : DISORDERS OF PANCREAS EXCEPT MALIGNANCY 30
DG316 DRG V24 : RENAL FAILURE 60
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 60
DG203 DRG V24 : MALIGNANCY OF HEPATOBILIARY SYSTEM OR PANCREAS 20
DG468 DRG V24 : EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 50
DG202 DRG V24 : CIRRHOSIS & ALCOHOLIC HEPATITIS 40
DG449 DRG V24 : POISONING & TOXIC EFFECTS OF DRUGS AGE >17 W CC 340
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 490
DG294 DRG V24 : DIABETES AGE >35 30
DG454 DRG V24 : OTHER INJURY, POISONING & TOXIC EFFECT DIAG W CC 20
DG76 DRG V24 : OTHER RESP SYSTEM O.R. PROCEDURES W CC 40
DG174 DRG V24 : G.I. HEMORRHAGE W CC 50
DG489 DRG V24 : HIV W MAJOR RELATED CONDITION 30
DG75 DRG V24 : MAJOR CHEST PROCEDURES 30
DG10 DRG V24 : NERVOUS SYSTEM NEOPLASMS W CC 20
DG296 DRG V24 : NUTRITIONAL & MISC METABOLIC DISORDERS AGE >17 W CC 30
DG130 DRG V24 : PERIPHERAL VASCULAR DISORDERS W CC 20
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 60
DG477 DRG V24 : NON-EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 20
DG31 DRG V24 : CONCUSSION AGE >17 W CC 30
DG129 DRG V24 : CARDIAC ARREST, UNEXPLAINED 30
DG493 DRG V24 : LAPAROSCOPIC CHOLECYSTECTOMY W/O C.D.E. W CC 20
DG442 DRG V24 : OTHER O.R. PROCEDURES FOR INJURIES W CC 20
DG34 DRG V24 : OTHER DISORDERS OF NERVOUS SYSTEM W CC 30
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 80
DG27 DRG V24 : TRAUMATIC STUPOR & COMA, COMA >1 HR 80
DG144 DRG V24 : OTHER CIRCULATORY SYSTEM DIAGNOSES W CC 30
DG123 DRG V24 : CIRCULATORY DISORDERS W AMI, EXPIRED 150
DG521 DRG V24 : ALCOHOL/DRUG ABUSE OR DEPENDENCE W CC 40
DG210 DRG V24 : HIP & FEMUR PROCEDURES EXCEPT MAJOR JOINT AGE >17 W CC 20
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 60
DG562 DRG V24 : SEIZURE AGE >17 W CC 70
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 70
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 40
DG127 DRG V24 : HEART FAILURE & SHOCK 110
DG280 DRG V24 : TRAUMA TO THE SKIN, SUBCUT TISS & BREAST AGE >17 W CC 20
DG124 DRG V24 : CIRCULATORY DISORDERS EXCEPT AMI, W CARD CATH & COMPLEX DIAG 20
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 1170
DG487 DRG V24 : OTHER MULTIPLE SIGNIFICANT TRAUMA 40
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 2110
DG486 DRG V24 : OTHER O.R. PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA 40
DG567 DRG V24 : STOMACH, ESOPHAGEAL & DUODENAL PROC AGE >17 W CC W MAJOR GI DX 20
DG1 DRG V24 : CRANIOTOMY AGE >17 W CC 80
DG570 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W/O MAJOR GI DX 30
DG28 DRG V24 : TRAUMATIC STUPOR & COMA, COMA <1 HR AGE >17 W CC 80
DG105 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W/O CARDIAC CATH 20
DG559 DRG V24 : ACUTE ISCHEMIC STROKE WITH USE OF THROMBOLYTIC AGENT 20
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 30
DG543 DRG V24 : CRANIOTOMY W MAJOR DEVICE IMPLANT OR ACUTE COMPLEX CNS PDX 80
DG205 DRG V24 : DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W CC 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D1983 Secondary malignant neoplasm of brain and spinal cord 20 0 30
D78791 Diarrhea 0 0 40
D78559 Other shock without mention of trauma 0 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 550
D42823 Acute on chronic systolic heart failure 0 0 20
D1985 Secondary malignant neoplasm of bone and bone marrow 0 0 30
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 80
D78552 Septic shock 0 0 380
D78551 Cardiogenic shock 0 0 130
DV066 Need for prophylactic vaccination and inoculation against streptococcus pneumoniae [pneumococcus] and influenza 0 0 20
D03842 Septicemia due to escherichia coli [E. coli] 50 0 20
D5712 Alcoholic cirrhosis of liver 30 0 60
D5609 Unspecified intestinal obstruction 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 70
D7895 Description not found for D7895 0 0 20
D4280 Congestive heart failure, unspecified 100 0 690
D78097 Altered mental status 0 0 50
D79902 Hypoxemia 0 0 130
D9654 Poisoning by aromatic analgesics, not elsewhere classified 20 0 20
D2910 Alcohol withdrawal delirium 0 0 20
D58381 Nephritis and nephropathy, not specified as acute or chronic, in diseases classified elsewhere 0 0 20
D9100 Abrasion or friction burn of face, neck, and scalp except eye, without mention of infection 0 0 20
DV5861 Long-term (current) use of anticoagulants 0 0 130
D2859 Anemia, unspecified 0 0 430
D4589 Hypotension, unspecified 0 0 230
D3488 Description not found for D3488 0 0 40
D7140 Rheumatoid arthritis 0 0 40
D42821 Acute systolic heart failure 0 0 20
D2851 Acute posthemorrhagic anemia 0 0 60
DV153 Personal history of irradiation, presenting hazards to health 0 0 20
D34590 Epilepsy, unspecified, without mention of intractable epilepsy 0 0 60
D5856 End stage renal disease 0 0 70
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 0 0 30
D30391 Other and unspecified alcohol dependence, continuous 0 0 50
D30390 Other and unspecified alcohol dependence, unspecified 0 0 60
D5997 Description not found for D5997 0 0 20
DV090 Infection with microorganisms resistant to penicillins 0 0 30
D30570 Amphetamine or related acting sympathomimetic abuse, unspecified 0 0 50
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 70
D78550 Shock, unspecified 0 0 40
DV4589 Other postprocedural status 0 0 20
D7802 Syncope and collapse 0 0 30
DV451 Description not found for DV451 0 0 30
D4240 Mitral valve disorders 0 0 60
D5939 Unspecified disorder of kidney and ureter 0 0 110
D79092 Abnormal coagulation profile 0 0 30
DV4581 Aortocoronary bypass status 0 0 140
D2724 Other and unspecified hyperlipidemia 0 0 450
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 80
D29590 Unspecified schizophrenia, unspecified 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 20 0 190
D5184 Acute edema of lung, unspecified 0 0 30
DV1582 Personal history of tobacco use 0 0 340
D5180 Pulmonary collapse 0 0 120
D78001 Coma 0 0 160
D4111 Intermediate coronary syndrome 0 0 20
D49391 Asthma, unspecified type, with status asthmaticus 0 0 30
D49390 Asthma, unspecified type, unspecified 0 0 80
D49392 Asthma, unspecified type, with (acute) exacerbation 0 0 20
D9971 Cardiac complications, not elsewhere classified 0 0 30
D431 Intracerebral hemorrhage 260 0 190
D430 Subarachnoid hemorrhage 80 0 70
D2536 Other disorders of neurohypophysis 0 0 20
D42741 Ventricular fibrillation 30 0 80
D78009 Other alteration of consciousness 0 0 120
DV140 Personal history of allergy to penicillin 0 0 50
DV4501 Cardiac pacemaker in situ 0 0 80
DV1011 Personal history of malignant neoplasm of bronchus and lung 0 0 20
D042 Human immunodeficiency virus [HIV] disease 20 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 120
D30520 Cannabis abuse, unspecified 0 0 50
D25080 Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled 0 0 30
D3453 Grand mal status 30 0 40
D3320 Paralysis agitans 0 0 40
DV103 Personal history of malignant neoplasm of breast 0 0 60
D57420 Calculus of gallbladder without mention of cholecystitis, without mention of obstruction 0 0 20
D5601 Paralytic ileus 0 0 60
D591 Hydronephrosis 0 0 20
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 90
D1977 Malignant neoplasm of liver, secondary 0 0 40
DV4987 Physical restraints status 0 0 70
D3384 Chronic pain syndrome 0 0 20
DV1046 Personal history of malignant neoplasm of prostate 0 0 30
D3051 Tobacco use disorder 0 0 410
D2738 Other disorders of plasma protein metabolism 0 0 40
D25060 Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled 0 0 30
D4264 Right bundle branch block 0 0 50
D4260 Atrioventricular block, complete 20 0 30
D4263 Other left bundle branch block 0 0 40
D49320 Chronic obstructive asthma, unspecified 0 0 30
D49322 Chronic obstructive asthma with (acute) exacerbation 20 0 50
D3484 Compression of brain 0 0 60
D03849 Other septicemia due to gram-negative organisms 40 0 0
D71690 Arthropathy, unspecified, site unspecified 0 0 20
DV667 Encounter for palliative care 0 0 220
D78039 Other convulsions 20 0 190
D49121 Obstructive chronic bronchitis with (acute) exacerbation 70 0 260
D43411 Cerebral embolism with cerebral infarction 40 0 20
D03840 Septicemia due to gram-negative organism, unspecified 20 0 0
D4588 Other specified hypotension 0 0 20
D34839 Other encephalopathy 0 0 30
D33829 Other chronic pain 0 0 20
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 120 0 90
D43889 Other late effects of cerebrovascular disease 0 0 20
D920 Contusion of face, scalp, and neck except eye(s) 0 0 40
D34830 Encephalopathy, unspecified 0 0 60
D29680 Bipolar disorder, unspecified 0 0 20
D99811 Hemorrhage complicating a procedure 0 0 20
D42732 Atrial flutter 0 0 40
D42731 Atrial fibrillation 20 0 540
D3659 Unspecified glaucoma 0 0 20
DV462 Other dependence on machines, supplemental oxygen 0 0 70
D28521 Anemia in chronic kidney disease 0 0 40
D78959 Other ascites 0 0 50
D5070 Pneumonitis due to inhalation of food or vomitus 130 0 430
D7905 Other nonspecific abnormal serum enzyme levels 0 0 20
D5119 Unspecified pleural effusion 0 0 100
D7906 Other abnormal blood chemistry 0 0 30
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 20
D261 Nutritional marasmus 0 0 20
D34290 Hemiplegia, unspecified, affecting unspecified side 0 0 70
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 40
D29620 Major depressive affective disorder, single episode, unspecified 0 0 20
D4275 Cardiac arrest 40 0 370
D5770 Acute pancreatitis 30 0 30
D1629 Malignant neoplasm of bronchus and lung, unspecified 0 0 40
D4270 Paroxysmal supraventricular tachycardia 0 0 20
D4271 Paroxysmal ventricular tachycardia 0 0 100
D07070 Unspecified viral hepatitis C without hepatic coma 0 0 20
D79029 Other abnormal glucose 0 0 100
D9584 Traumatic shock 0 0 20
D30500 Alcohol abuse, unspecified 0 0 220
D30501 Alcohol abuse, continuous 0 0 20
DV4364 Hip joint replacement 0 0 30
D34831 Metabolic encephalopathy 0 0 50
D73300 Osteoporosis, unspecified 0 0 90
D34982 Toxic encephalopathy 0 0 20
D27801 Morbid obesity 0 0 110
D78052 Insomnia, unspecified 0 0 20
D7872 Description not found for D7872 0 0 30
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 40
D70722 Pressure ulcer, stage II 0 0 20
D41041 Acute myocardial infarction of other inferior wall, initial episode of care 20 0 20
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 80
D514 Pulmonary congestion and hypostasis 0 0 20
D515 Postinflammatory pulmonary fibrosis 0 0 40
D2753 Disorders of phosphorus metabolism 0 0 40
D42789 Other specified cardiac dysrhythmias 0 0 230
D9160 Abrasion or friction burn of hip, thigh, leg, and ankle, without mention of infection 0 0 20
D4168 Other chronic pulmonary heart diseases 0 0 80
DV4986 Do not resuscitate status 0 0 70
D42781 Sinoatrial node dysfunction 0 0 20
D43820 Late effects of cerebrovascular disease, hemiplegia affecting unspecified side 0 0 40
D8505 Concussion with loss of consciousness of unspecified duration 0 0 20
D7994 Cachexia 0 0 40
D78060 Fever, unspecified 0 0 20
D7242 Lumbago 0 0 20
D7991 Respiratory arrest 0 0 30
D2819 Unspecified deficiency anemia 0 0 20
D4241 Aortic valve disorders 0 0 60
D30590 Other, mixed, or unspecified drug abuse, unspecified 0 0 30
D5990 Urinary tract infection, site not specified 0 0 320
D4414 Abdominal aneurysm without mention of rupture 0 0 20
D25040 Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled 0 0 70
D3314 Obstructive hydrocephalus 0 0 60
D1970 Secondary malignant neoplasm of lung 0 0 30
D3310 Alzheimer's disease 0 0 60
D41071 Subendocardial infarction, initial episode of care 100 0 150
D27541 Hypocalcemia 0 0 30
D07054 Chronic hepatitis C without mention of hepatic coma 0 0 30
D185 Malignant neoplasm of prostate 0 0 30
D7245 Backache, unspecified 0 0 20
D4928 Other emphysema 0 0 30
D78057 Unspecified sleep apnea 0 0 20
D7863 Description not found for D7863 0 0 20
D9690 Description not found for D9690 0 0 20
D2809 Iron deficiency anemia, unspecified 0 0 50
D9694 Poisoning by benzodiazepine-based tranquilizers 60 0 80
DV441 Gastrostomy status 0 0 30
D56400 Constipation, unspecified 0 0 40
D4254 Other primary cardiomyopathies 0 0 140
D2767 Hyperpotassemia 0 0 200
D486 Pneumonia, organism unspecified 200 0 560
D2762 Acidosis 0 0 490
D2763 Alkalosis 0 0 30
D2760 Hyperosmolality and/or hypernatremia 0 0 110
D45981 Venous (peripheral) insufficiency, unspecified 0 0 20
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 140
D3079 Other and unspecified special symptoms or syndromes, not elsewhere classified 0 0 20
D2768 Hypopotassemia 0 0 360
D2769 Electrolyte and fluid disorders not elsewhere classified 0 0 20
D04111 Methicillin susceptible Staphylococcus aureus in conditions classified elsewhere and of unspecified site 0 0 20
D5853 Chronic kidney disease, Stage III (moderate) 0 0 50
D2875 Thrombocytopenia, unspecified 0 0 140
D03811 Methicillin susceptible Staphylococcus aureus septicemia 40 0 20
D3569 Unspecified hereditary and idiopathic peripheral neuropathy 0 0 20
D8020 Closed fracture of nasal bones 0 0 20
D5859 Chronic kidney disease, unspecified 0 0 190
D3485 Cerebral edema 0 0 40
D78609 Other respiratory abnormalities 0 0 20
D5711 Acute alcoholic hepatitis 0 0 20
D3481 Anoxic brain damage 20 0 180
D4010 Malignant essential hypertension 0 0 30
D5715 Cirrhosis of liver without mention of alcohol 0 0 30
D570 Acute and subacute necrosis of liver 0 0 80
D2867 Acquired coagulation factor deficiency 0 0 20
D2866 Defibrination syndrome 0 0 40
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 70
D27651 Dehydration 0 0 250
D27652 Hypovolemia 0 0 20
D72989 Other musculoskeletal symptoms referable to limbs 0 0 20
D2869 Other and unspecified coagulation defects 0 0 80
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 200
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 110
D2752 Disorders of magnesium metabolism 0 0 80
D3004 Dysthymic disorder 0 0 30
D41091 Acute myocardial infarction of unspecified site, initial episode of care 50 0 70
D30560 Cocaine abuse, unspecified 0 0 20
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 90
D28529 Anemia of other chronic disease 0 0 50
D7850 Tachycardia, unspecified 0 0 60
D4148 Other specified forms of chronic ischemic heart disease 0 0 60
D496 Chronic airway obstruction, not elsewhere classified 0 0 270
D5723 Portal hypertension 0 0 20
D5722 Hepatic encephalopathy 20 0 30
DV4502 Automatic implantable cardiac defibrillator in situ 0 0 20
D4439 Peripheral vascular disease, unspecified 0 0 60
D7837 Failure to thrive-adult 0 0 20
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 90
D41011 Acute myocardial infarction of other anterior wall, initial episode of care 20 0 20
D2764 Mixed acid-base balance disorder 0 0 40
D5728 Other sequelae of chronic liver disease 0 0 20
D311 Depressive disorder, not elsewhere classified 0 0 180
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0 0 50
D29181 Alcohol withdrawal 0 0 40
D5849 Acute kidney failure, unspecified 60 0 570
D78079 Other malaise and fatigue 0 0 20
D27800 Obesity, unspecified 0 0 170
D42830 Diastolic heart failure, unspecified 0 0 30
D4019 Unspecified essential hypertension 0 0 1260
D0414 Escherichia coli [E. coli] infection in conditions classified elsewhere and of unspecified site 0 0 40
D8730 Open wound of scalp, without mention of complication 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 250
D96509 Poisoning by other opiates and related narcotics 20 0 20
D30000 Anxiety state, unspecified 0 0 60
D2761 Hyposmolality and/or hyponatremia 0 0 250
DV0382 Other specified vaccinations against streptococcus pneumoniae [pneumococcus] 0 0 20
D99592 Severe sepsis 0 0 500
D99591 Sepsis 0 0 140
DV5865 Long-term (current) use of steroids 0 0 30
D41519 Other pulmonary embolism and infarction 40 0 40
DV5867 Long-term (current) use of insulin 0 0 80
DV1259 Personal history of other diseases of circulatory system 0 0 50
DV5869 Long-term (current) use of other medications 0 0 40
D51881 Acute respiratory failure 1330 0 2150
D51882 Other pulmonary insufficiency, not elsewhere classified 0 0 50
D7843 Aphasia 0 0 50
D51884 Acute and chronic respiratory failure 120 0 70
D2720 Pure hypercholesterolemia 0 0 130
D9974 Digestive system complications, not elsewhere classified 0 0 20
DV1251 Personal history of venous thrombosis and embolism 0 0 50
D00845 Intestinal infection due to Clostridium difficile 0 0 40
D3572 Polyneuropathy in diabetes 0 0 40
D45829 Other iatrogenic hypotension 0 0 30
D3970 Diseases of tricuspid valve 0 0 20
D2749 Gout, unspecified 0 0 30
D53081 Esophageal reflux 0 0 160
D5128 Other spontaneous pneumothorax 0 0 20
D7824 Jaundice, unspecified, not of newborn 0 0 20
D7823 Edema 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 30 0 360
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 110
D30300 Acute alcoholic intoxication in alcoholism, unspecified 0 0 20
D82021 Closed fracture of intertrochanteric section of neck of femur 20 0 0
D4329 Unspecified intracranial hemorrhage 50 0 40
D87342 Open wound of forehead, without mention of complication 0 0 30
D4321 Subdural hemorrhage 30 0 20
DV433 Heart valve replaced by other means 0 0 30
D2841 Pancytopenia 0 0 20
D2512 Hypoglycemia, unspecified 0 0 20
DV4365 Knee joint replacement 0 0 30
D78820 Retention of urine, unspecified 0 0 20
D56210 Diverticulosis of colon (without mention of hemorrhage) 0 0 30
D28860 Leukocytosis, unspecified 0 0 90
D0382 Pneumococcal septicemia [Streptococcus pneumoniae septicemia] 20 0 0
D70703 Pressure ulcer, lower back 0 0 60
D0380 Streptococcal septicemia 30 0 0
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 80
DV600 Lack of housing 0 0 20
DV1005 Personal history of malignant neoplasm of large intestine 0 0 30
D70705 Pressure ulcer, buttock 0 0 20
D78720 Dysphagia, unspecified 0 0 70
D0388 Other specified septicemias 20 0 0
D0389 Unspecified septicemia 970 0 540
D412 Old myocardial infarction 0 0 130
D72888 Rhabdomyolysis 0 0 90
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 130
EE8494 Accidents occurring in place for recreation and sport 20
EE8782 Surgical operation with anastomosis, bypass, or graft, with natural or artificial tissues used as implant causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE9800 Poisoning by analgesics, antipyretics, and antirheumatics, undetermined whether accidentally or purposely inflicted 20
EE8160 Motor vehicle traffic accident due to loss of control, without collision on the highway, injuring driver of motor vehicle other than motorcycle 30
EE9803 Poisoning by tranquilizers and other psychotropic agents, undetermined whether accidentally or purposely inflicted 20
EE8496 Accidents occurring in public building 50
EE9379 Unspecified sedatives and hypnotics causing adverse effects in therapeutic use 20
EE966 Assault by cutting and piercing instrument 20
EE8490 Accident in home 870
EE8844 Accidental fall from bed 20
EE8147 Motor vehicle traffic accident involving collision with pedestrian injuring pedestrian 20
EE8889 Unspecified fall 190
EE8532 Accidental poisoning by benzodiazepine-based tranquilizers 40
EE8497 Accidents occurring in residential institution 660
EE8495 Street and highway accidents 190
EE9504 Suicide and self-inflicted poisoning by other specified drugs and medicinal substances 70
EE9600 Unarmed fight or brawl 30
EE9342 Anticoagulants causing adverse effects in therapeutic use 80
EE8120 Other motor vehicle traffic accident involving collision with motor vehicle injuring driver of motor vehicle other than motorcycle 50
EE8499 Accidents occurring in unspecified place 270
EE8542 Accidental poisoning by psychostimulants 20
EE9500 Suicide and self-inflicted poisoning by analgesics, antipyretics, and antirheumatics 50
EE8859 Fall from other slipping, tripping, or stumbling 100
EE030 Unspecified activity 20
EE9502 Suicide and self-inflicted poisoning by other sedatives and hypnotics 30
EE8502 Accidental poisoning by other opiates and related narcotics 40
EE9503 Suicide and self-inflicted poisoning by tranquilizers and other psychotropic agents 120
EE9352 Other opiates and related narcotics causing adverse effects in therapeutic use 20
EE9394 Benzodiazepine-based tranquilizers causing adverse effects in therapeutic use 20
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 90
EE912 Inhalation and ingestion of other object causing obstruction of respiratory tract or suffocation 30
EE911 Inhalation and ingestion of food causing obstruction of respiratory tract or suffocation 20
EE9654 Assault by other and unspecified firearm 20
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 50
EE8498 Accidents occurring in other specified places 160
EE9509 Suicide and self-inflicted poisoning by other and unspecified solid and liquid substances 30
EE9289 Unspecified accident 80
EE0008 Other external cause status 70
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 70
EE915 Foreign body accidentally entering other orifice 20
EE0009 Unspecified external cause status 40
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 20
EE0299 Other activity 20
EE9479 Unspecified drug or medicinal substance causing adverse effects in therapeutic use 20