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)

7,850

Sex Count
Male 4470
Female 3360
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 13.85 days FQ: 5 days Median: 10 days TQ: 17 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 12.27 days FQ: 5 days Median: 9 days TQ: 15 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 1330
Another hospital 1290
Another health facility including LTC 1290
Emergency department 1320
Unknown 1290
Court/Law enforcement 1320
Disposition Distribution
Disposition Count
Routine 2940
Transfer to short-term hospital 910
Home Health Care 980
Transfer other SNF, ICF, etc. 2750
Against medical advice 110
Unknown, Alive 130
Payer Distribution
Payer Count
Medicare 1110
Medicaid 1090
Private insurance 1120
Self-pay 1140
Other payer 1090
Unknown payer 1150
No charge 1120
Race Distribution
Race Count
White 1080
Black 1150
Hispanic 1110
Asian or Pacific Islander 1070
Native American 1100
Other 1190
Race missing, unknown 1120
State variation
S1 S2
Count 3970 3880
Sex : Male 56.9% 57.0%
Sex : Female 42.6% 42.8%
Source : Routine, birth, etc 16.6% 17.0%
Source : Another hospital 16.6% 16.2%
Source : Another health facility including LTC 16.4% 16.2%
Source : Emergency department 16.9% 16.5%
Source : Unknown 16.1% 16.8%
Source : Court/Law enforcement 16.6% 16.8%
Disposition : Routine 37.5% 37.4%
Disposition : Transfer to short-term hospital 11.1% 12.1%
Disposition : Home Health Care 12.6% 12.4%
Disposition : Transfer other SNF, ICF, etc. 35.0% 35.1%
Disposition : Against medical advice 1.3% 1.3%
Disposition : Unknown, Alive 1.8% 1.5%
Payer : Medicare 13.6% 14.4%
Payer : Medicaid 13.9% 13.9%
Payer : Private insurance 13.9% 14.4%
Payer : Self-pay 14.6% 14.2%
Payer : Other payer 14.4% 13.1%
Payer : Unknown payer 14.1% 15.2%
Payer : No charge 14.4% 13.9%
Race : White 14.1% 13.1%
Race : Black 14.1% 14.9%
Race : Hispanic 13.9% 14.2%
Race : Asian or Pacific Islander 13.1% 14.2%
Race : Native American 13.9% 13.9%
Race : Other 15.4% 14.9%
Race : Race missing, unknown 14.6% 13.7%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 1660 1350 1310 1150 1210 1150
Sex : Male 53.0% 57.0% 57.3% 56.5% 57.9% 60.0%
Sex : Female 46.4% 42.2% 42.0% 42.6% 41.3% 40.0%
Source : Routine, birth, etc 15.7% 18.5% 15.3% 14.8% 18.2% 17.4%
Source : Another hospital 17.5% 14.8% 16.8% 15.7% 16.5% 15.7%
Source : Another health facility including LTC 16.9% 15.6% 14.5% 15.7% 17.4% 16.5%
Source : Emergency department 17.5% 17.0% 15.3% 16.5% 16.5% 16.5%
Source : Unknown 15.7% 16.3% 18.3% 15.7% 15.7% 14.8%
Source : Court/Law enforcement 15.7% 16.3% 17.6% 19.1% 13.2% 17.4%
Disposition : Routine 34.3% 38.5% 37.4% 37.4% 37.2% 39.1%
Disposition : Transfer to short-term hospital 12.0% 10.4% 11.5% 11.3% 10.7% 12.2%
Disposition : Home Health Care 12.0% 12.6% 11.5% 12.2% 13.2% 13.0%
Disposition : Transfer other SNF, ICF, etc. 38.0% 34.1% 35.1% 34.8% 33.9% 32.2%
Disposition : Against medical advice 1.2% 0% 0% 0% 1.7% 0%
Disposition : Unknown, Alive 1.2% 2.2% 2.3% 1.7% 0% 0%
Payer : Medicare 13.9% 15.6% 12.2% 13.9% 14.0% 13.9%
Payer : Medicaid 15.1% 12.6% 13.0% 13.0% 14.0% 13.9%
Payer : Private insurance 14.5% 13.3% 14.5% 13.9% 14.0% 13.0%
Payer : Self-pay 14.5% 13.3% 13.7% 14.8% 13.2% 16.5%
Payer : Other payer 12.7% 13.3% 13.0% 13.0% 14.9% 13.9%
Payer : Unknown payer 13.3% 14.8% 17.6% 14.8% 12.4% 13.0%
Payer : No charge 15.1% 14.1% 13.7% 13.9% 14.0% 13.9%
Race : White 13.3% 14.8% 13.0% 14.8% 11.6% 13.9%
Race : Black 13.9% 14.8% 15.3% 13.0% 15.7% 13.9%
Race : Hispanic 15.1% 12.6% 14.5% 13.9% 14.0% 12.2%
Race : Asian or Pacific Islander 13.3% 13.3% 12.2% 15.7% 13.2% 13.0%
Race : Native American 14.5% 13.3% 14.5% 12.2% 13.2% 13.9%
Race : Other 15.1% 14.8% 15.3% 13.9% 14.9% 16.5%
Race : Race missing, unknown 13.3% 14.8% 13.0% 14.8% 15.7% 13.0%
Age Distribution
Age Count
60 - 79 3060
20 - 39 800
100 - 119 40
80 - 99 2350
40 - 59 1590
Mean age First quartile Median Third quartile
67.43 years 56 years 70 years 82 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 1090 2130 3190 1430
Sex : Male 68.8% 62.4% 54.5% 44.8%
Sex : Female 29.4% 37.6% 45.5% 54.5%
Source : Another hospital 15.6% 16.4% 16.0% 16.8%
Source : Another health facility including LTC 15.6% 16.9% 16.3% 16.1%
Source : Emergency department 16.5% 17.4% 16.0% 16.8%
Source : Unknown 16.5% 16.0% 16.6% 16.1%
Source : Court/Law enforcement 15.6% 16.4% 17.6% 16.1%
Source : Routine, birth, etc 18.3% 16.0% 16.9% 16.1%
Disposition : Routine 67.0% 48.4% 29.2% 16.1%
Disposition : Transfer to short-term hospital 7.3% 11.3% 12.9% 11.9%
Disposition : Home Health Care 4.6% 10.8% 15.4% 14.0%
Disposition : Transfer other SNF, ICF, etc. 15.6% 25.4% 39.2% 53.8%
Disposition : Against medical advice 2.8% 1.9% 0.6% 0%
Disposition : Unknown, Alive 0% 1.4% 1.6% 2.1%
Payer : Medicare 13.8% 13.1% 14.1% 15.4%
Payer : Medicaid 12.8% 13.6% 13.8% 14.0%
Payer : Private insurance 14.7% 13.1% 15.0% 12.6%
Payer : Other payer 12.8% 13.1% 13.8% 14.7%
Payer : Unknown payer 13.8% 16.0% 14.1% 14.0%
Payer : No charge 14.7% 14.1% 14.4% 13.3%
Payer : Self-pay 15.6% 15.0% 13.5% 14.7%
Race : White 13.8% 13.6% 13.8% 13.3%
Race : Black 14.7% 14.1% 15.0% 14.0%
Race : Hispanic 13.8% 14.6% 13.8% 14.0%
Race : Asian or Pacific Islander 11.0% 14.6% 13.8% 12.6%
Race : Native American 13.8% 14.6% 13.2% 14.0%
Race : Other 15.6% 14.6% 15.0% 14.7%
Race : Race missing, unknown 14.7% 12.7% 14.4% 15.4%
Procedure Distribution
Procedure Code Description Count
P3723 Combined right and left heart cardiac catheterization 50
P3891 Arterial catheterization 370
P8856 Coronary arteriography using two catheters 180
P4319 Other gastrostomy 20
P9605 Other intubation of respiratory tract 30
P8703 Computerized axial tomography of head 210
P3615 Single internal mammary-coronary artery bypass 40
P3961 Extracorporeal circulation auxiliary to open heart surgery 70
P9604 Insertion of endotracheal tube 7850
P9915 Parenteral infusion of concentrated nutritional substances 170
P0881 Linear repair of laceration of eyelid or eyebrow 20
P8628 Nonexcisional debridement of wound, infection or burn 20
P8853 Angiocardiography of left heart structures 120
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 130
P8877 Diagnostic ultrasound of peripheral vascular system 50
P8848 Arteriography of femoral and other lower extremity arteries 20
P3778 Insertion of temporary transvenous pacemaker system 30
P3995 Hemodialysis 230
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 40
P0110 Intracranial pressure monitoring 20
P3324 Closed [endoscopic] biopsy of bronchus 490
P9383 Occupational therapy 20
P9910 Injection or infusion of thrombolytic agent 40
P4523 Colonoscopy 30
P598 Ureteral catheterization 30
P3761 Implant of pulsation balloon 30
P4525 Closed [endoscopic] biopsy of large intestine 20
P3322 Fiber-optic bronchoscopy 180
P9962 Other electric countershock of heart 70
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 400
P0139 Other incision of brain 30
P3323 Other bronchoscopy 90
P8914 Electroencephalogram 70
P8872 Diagnostic ultrasound of heart 350
P8838 Other computerized axial tomography 60
P3324_2 Closed [endoscopic] biopsy of bronchus 2nd 30
P8965 Measurement of systemic arterial blood gases 20
P8871 Diagnostic ultrasound of head and neck 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 2090
P9960 Cardiopulmonary resuscitation, not otherwise specified 260
P9999 Other miscellaneous procedures 30
P9952 Prophylactic vaccination against influenza 40
P8891 Magnetic resonance imaging of brain and brain stem 60
P4233 Endoscopic excision or destruction of lesion or tissue of esophagus 30
P3321 Bronchoscopy through artificial stoma 20
P8964 Pulmonary artery wedge monitoring 40
P311 Temporary tracheostomy 380
P9462 Alcohol detoxification 30
P3491 Thoracentesis 160
P3893 Venous catheterization, not elsewhere classified 2120
P9670 Continuous invasive mechanical ventilation of unspecified duration 20
P9961 Atrial cardioversion 20
P7935 Open reduction of fracture with internal fixation, femur 20
P8741 Computerized axial tomography of thorax 100
P9656 Other lavage of bronchus and trachea 80
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 110
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 4200
P3893_2 Venous catheterization, not elsewhere classified 2nd 210
P9390 Non-invasive mechanical ventilation 490
P0124 Other craniotomy 20
P4131 Biopsy of bone marrow 20
P8961 Systemic arterial pressure monitoring 40
P9739 Removal of other therapeutic device from head and neck 20
P3772 Initial insertion of transvenous leads [electrodes] into atrium and ventricle 20
P9905 Transfusion of platelets 120
P5491 Percutaneous abdominal drainage 60
P9955 Prophylactic administration of vaccine against other diseases 70
P4443 Endoscopic control of gastric or duodenal bleeding 40
P8801 Computerized axial tomography of abdomen 90
P0017 Infusion of vasopressor agent 80
P966 Enteral infusion of concentrated nutritional substances 210
P9672_2 Continuous invasive mechanical ventilation for 96 consecutive hours or more 2nd 30
P0131 Incision of cerebral meninges 60
P0040 Procedure on single vessel 40
P8962 Central venous pressure monitoring 60
P3893_3 Venous catheterization, not elsewhere classified 3rd 20
P9394 Respiratory medication administered by nebulizer 40
P9339 Other physical therapy 40
P4513 Other endoscopy of small intestine 120
P3404 Insertion of intercostal catheter for drainage 160
P5123 Laparoscopic cholecystectomy 40
P9396 Other oxygen enrichment 180
P8622 Excisional debridement of wound, infection, or burn 20
P9984 Isolation 20
P3897 Central venous catheter placement with guidance 70
P8152 Partial hip replacement 20
P4576 Open and other sigmoidectomy 20
P8842 Contrast aortogram 20
P3607 Insertion of drug-eluting coronary artery stent(s) 30
P5459 Other lysis of peritoneal adhesions 60
P9920 Injection or infusion of platelet inhibitor 20
P8604 Other incision with drainage of skin and subcutaneous tissue 20
P3895_2 Venous catheterization for renal dialysis 2nd 20
P8968 Monitoring of cardiac output by other technique 20
P8843 Arteriography of pulmonary arteries 20
P4562 Other partial resection of small intestine 40
P3794 Implantation or replacement of automatic cardioverter/defibrillator, total system [AICD] 20
P9921 Injection of antibiotic 60
P3409 Other incision of pleura 60
P3491_2 Thoracentesis 2nd 20
P5794 Insertion of indwelling urinary catheter 130
P3783 Initial insertion of dual-chamber device 30
P0331 Spinal tap 260
P9904 Transfusion of packed cells 1130
P0159 Other excision or destruction of lesion or tissue of brain 20
P8841 Arteriography of cerebral arteries 70
P3404_2 Insertion of intercostal catheter for drainage 2nd 20
P3129 Other permanent tracheostomy 80
P9671_2 Continuous invasive mechanical ventilation for less than 96 consecutive hours 2nd 40
P387 Interruption of the vena cava 50
P9607 Insertion of other (naso-)gastric tube 100
P4573 Open and other right hemicolectomy 30
P3722 Left heart cardiac catheterization 120
P3142 Laryngoscopy and other tracheoscopy 80
P9907 Transfusion of other serum 280
P022 Ventriculostomy 80
P9604_2 Insertion of endotracheal tube 2nd 190
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 40
DRG Distribution
DRG Code Description Count
DG486 DRG V24 : OTHER O.R. PROCEDURES FOR MULTIPLE SIGNIFICANT TRAUMA 80
DG568 DRG V24 : STOMACH, ESOPHAGEAL & DUODENAL PROC AGE >17 W CC W/O MAJOR GI DX 20
DG204 DRG V24 : DISORDERS OF PANCREAS EXCEPT MALIGNANCY 20
DG316 DRG V24 : RENAL FAILURE 30
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 100
DG468 DRG V24 : EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 80
DG202 DRG V24 : CIRRHOSIS & ALCOHOLIC HEPATITIS 30
DG449 DRG V24 : POISONING & TOXIC EFFECTS OF DRUGS AGE >17 W CC 370
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 190
DG528 DRG V24 : INTRACRANIAL VASCULAR PROCEDURES W PDX HEMORRHAGE 20
DG454 DRG V24 : OTHER INJURY, POISONING & TOXIC EFFECT DIAG W CC 20
DG294 DRG V24 : DIABETES AGE >35 30
DG76 DRG V24 : OTHER RESP SYSTEM O.R. PROCEDURES W CC 50
DG174 DRG V24 : G.I. HEMORRHAGE W CC 40
DG489 DRG V24 : HIV W MAJOR RELATED CONDITION 20
DG75 DRG V24 : MAJOR CHEST PROCEDURES 60
DG296 DRG V24 : NUTRITIONAL & MISC METABOLIC DISORDERS AGE >17 W CC 20
DG447 DRG V24 : ALLERGIC REACTIONS AGE >17 20
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 90
DG477 DRG V24 : NON-EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 30
DG31 DRG V24 : CONCUSSION AGE >17 W CC 30
DG557 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 30
DG555 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W MAJOR CV DX 20
DG493 DRG V24 : LAPAROSCOPIC CHOLECYSTECTOMY W/O C.D.E. W CC 30
DG442 DRG V24 : OTHER O.R. PROCEDURES FOR INJURIES W CC 20
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 140
DG27 DRG V24 : TRAUMATIC STUPOR & COMA, COMA >1 HR 50
DG515 DRG V24 : CARDIAC DEFIBRILLATOR IMPLANT W/O CARDIAC CATH 20
DG521 DRG V24 : ALCOHOL/DRUG ABUSE OR DEPENDENCE W CC 60
DG210 DRG V24 : HIP & FEMUR PROCEDURES EXCEPT MAJOR JOINT AGE >17 W CC 30
DG551 DRG V24 : PERMANENT CARDIAC PACEMAKER IMPL W MAJ CV DX OR AICD LEAD OR GNRTR 20
DG562 DRG V24 : SEIZURE AGE >17 W CC 90
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 140
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 420
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 40
DG560 DRG V24 : BACTERIAL & TUBERCULOUS INFECTIONS OF NERVOUS SYSTEM 20
DG127 DRG V24 : HEART FAILURE & SHOCK 80
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 >17 360
DG487 DRG V24 : OTHER MULTIPLE SIGNIFICANT TRAUMA 40
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 1410
DG547 DRG V24 : CORONARY BYPASS W CARDIAC CATH W MAJOR CV DX 30
DG567 DRG V24 : STOMACH, ESOPHAGEAL & DUODENAL PROC AGE >17 W CC W MAJOR GI DX 40
DG1 DRG V24 : CRANIOTOMY AGE >17 W CC 110
DG570 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W/O MAJOR GI DX 50
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 310
DG28 DRG V24 : TRAUMATIC STUPOR & COMA, COMA <1 HR AGE >17 W CC 70
DG105 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W/O CARDIAC CATH 30
DG218 DRG V24 : LOWER EXTREM & HUMER PROC EXCEPT HIP,FOOT,FEMUR AGE >17 W CC 20
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 690
DG138 DRG V24 : CARDIAC ARRHYTHMIA & CONDUCTION DISORDERS W CC 30
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 410
DG543 DRG V24 : CRANIOTOMY W MAJOR DEVICE IMPLANT OR ACUTE COMPLEX CNS PDX 90
DG205 DRG V24 : DISORDERS OF LIVER EXCEPT MALIG,CIRR,ALC HEPA W CC 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D78791 Diarrhea 0 0 90
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 110
D78559 Other shock without mention of trauma 0 0 30
D99731 Ventilator associated pneumonia 0 0 20
D42823 Acute on chronic systolic heart failure 0 0 30
D42821 Acute systolic heart failure 0 0 20
D78552 Septic shock 0 0 230
D78551 Cardiogenic shock 0 0 80
DV066 Need for prophylactic vaccination and inoculation against streptococcus pneumoniae [pneumococcus] and influenza 0 0 20
D85221 Subdural hemorrhage following injury without mention of open intracranial wound, with no loss of consciousness 20 0 0
D43411 Cerebral embolism with cerebral infarction 40 0 30
D5859 Chronic kidney disease, unspecified 0 0 150
D5119 Unspecified pleural effusion 0 0 140
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 550
D4280 Congestive heart failure, unspecified 70 0 750
D78097 Altered mental status 0 0 60
D79902 Hypoxemia 0 0 140
D9654 Poisoning by aromatic analgesics, not elsewhere classified 30 0 30
D2910 Alcohol withdrawal delirium 20 0 40
D78830 Urinary incontinence, unspecified 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 30
DV5861 Long-term (current) use of anticoagulants 0 0 90
D8054 Closed fracture of lumbar vertebra without mention of spinal cord injury 0 0 20
D6826 Cellulitis and abscess of leg, except foot 0 0 20
D2859 Anemia, unspecified 0 0 500
D4589 Hypotension, unspecified 0 0 170
D7140 Rheumatoid arthritis 0 0 30
D29181 Alcohol withdrawal 0 0 60
D2851 Acute posthemorrhagic anemia 0 0 110
DV153 Personal history of irradiation, presenting hazards to health 0 0 20
D78729 Other dysphagia 0 0 20
D53550 Unspecified gastritis and gastroduodenitis, without mention of hemorrhage 0 0 30
D5856 End stage renal disease 0 0 50
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 0 0 20
D2930 Delirium due to conditions classified elsewhere 0 0 30
D30391 Other and unspecified alcohol dependence, continuous 0 0 60
D30390 Other and unspecified alcohol dependence, unspecified 0 0 60
D4254 Other primary cardiomyopathies 0 0 150
D5997 Description not found for D5997 0 0 30
DV090 Infection with microorganisms resistant to penicillins 0 0 70
D30570 Amphetamine or related acting sympathomimetic abuse, unspecified 0 0 60
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 50
D78550 Shock, unspecified 0 0 20
DV4589 Other postprocedural status 0 0 20
D7802 Syncope and collapse 0 0 30
DV451 Description not found for DV451 0 0 20
D4240 Mitral valve disorders 0 0 70
D2720 Pure hypercholesterolemia 0 0 130
DV1259 Personal history of other diseases of circulatory system 0 0 50
DV4581 Aortocoronary bypass status 0 0 100
D2724 Other and unspecified hyperlipidemia 0 0 490
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 70
D29590 Unspecified schizophrenia, unspecified 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 20 0 280
D5184 Acute edema of lung, unspecified 0 0 40
DV1582 Personal history of tobacco use 0 0 330
D2763 Alkalosis 0 0 50
D5180 Pulmonary collapse 0 0 210
D78001 Coma 0 0 70
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 90
D49391 Asthma, unspecified type, with status asthmaticus 0 0 30
D49390 Asthma, unspecified type, unspecified 0 0 100
D49392 Asthma, unspecified type, with (acute) exacerbation 0 0 20
D9971 Cardiac complications, not elsewhere classified 0 0 30
D431 Intracerebral hemorrhage 130 0 70
D430 Subarachnoid hemorrhage 70 0 50
D7806 Description not found for D7806 0 0 20
D2536 Other disorders of neurohypophysis 0 0 40
D42741 Ventricular fibrillation 30 0 50
D78009 Other alteration of consciousness 0 0 140
DV140 Personal history of allergy to penicillin 0 0 60
D2989 Unspecified psychosis 0 0 30
DV4611 Dependence on respirator, status 0 0 50
DV4501 Cardiac pacemaker in situ 0 0 50
D4821 Pneumonia due to Pseudomonas 0 0 30
D4820 Pneumonia due to Klebsiella pneumoniae 0 0 30
DV1011 Personal history of malignant neoplasm of bronchus and lung 0 0 20
D042 Human immunodeficiency virus [HIV] disease 20 0 0
D41041 Acute myocardial infarction of other inferior wall, initial episode of care 30 0 0
D2639 Unspecified protein-calorie malnutrition 0 0 200
D9800 Toxic effect of ethyl alcohol 0 0 20
D25080 Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled 0 0 30
D3453 Grand mal status 40 0 40
D3320 Paralysis agitans 0 0 30
D70722 Pressure ulcer, stage II 0 0 20
D57420 Calculus of gallbladder without mention of cholecystitis, without mention of obstruction 0 0 30
D5601 Paralytic ileus 0 0 100
D591 Hydronephrosis 0 0 20
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 80
DV4987 Physical restraints status 0 0 80
D7245 Backache, unspecified 0 0 20
D99812 Hematoma complicating a procedure 0 0 20
D3051 Tobacco use disorder 0 0 480
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
D95901 Head injury, unspecified 0 0 20
D4264 Right bundle branch block 0 0 30
D28860 Leukocytosis, unspecified 0 0 110
D4260 Atrioventricular block, complete 0 0 20
D4263 Other left bundle branch block 0 0 40
D49320 Chronic obstructive asthma, unspecified 0 0 40
D49322 Chronic obstructive asthma with (acute) exacerbation 30 0 70
D29620 Major depressive affective disorder, single episode, unspecified 0 0 30
D1623 Malignant neoplasm of upper lobe, bronchus or lung 20 0 0
D03849 Other septicemia due to gram-negative organisms 30 0 0
DV667 Encounter for palliative care 0 0 60
D78039 Other convulsions 30 0 190
D49121 Obstructive chronic bronchitis with (acute) exacerbation 100 0 320
D87343 Open wound of lip, without mention of complication 0 0 20
D03842 Septicemia due to escherichia coli [E. coli] 60 0 20
D1629 Malignant neoplasm of bronchus and lung, unspecified 0 0 20
D4588 Other specified hypotension 0 0 20
D34839 Other encephalopathy 0 0 50
D40291 Unspecified hypertensive heart disease with heart failure 0 0 30
D33829 Other chronic pain 0 0 30
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 110 0 80
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 80
D29680 Bipolar disorder, unspecified 0 0 30
D99811 Hemorrhage complicating a procedure 0 0 40
D42732 Atrial flutter 0 0 60
DV103 Personal history of malignant neoplasm of breast 0 0 40
D42731 Atrial fibrillation 30 0 500
D3659 Unspecified glaucoma 0 0 20
D8028 Closed fracture of other facial bones 0 0 20
DV462 Other dependence on machines, supplemental oxygen 0 0 90
D28521 Anemia in chronic kidney disease 0 0 50
D78959 Other ascites 0 0 30
D2888 Other specified disease of white blood cells 0 0 30
D7905 Other nonspecific abnormal serum enzyme levels 0 0 20
D7904 Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH] 0 0 30
D7907 Bacteremia 0 0 20
D7906 Other abnormal blood chemistry 0 0 30
D48282 Pneumonia due to escherichia coli [E. coli] 0 0 20
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 30
D56081 Intestinal or peritoneal adhesions with obstruction (postoperative) (postinfection) 30 0 0
D261 Nutritional marasmus 0 0 30
D34290 Hemiplegia, unspecified, affecting unspecified side 0 0 80
D86121 Contusion of lung without mention of open wound into thorax 0 0 40
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 60
DV1046 Personal history of malignant neoplasm of prostate 0 0 30
D34590 Epilepsy, unspecified, without mention of intractable epilepsy 0 0 70
D99662 Infection and inflammatory reaction due to other vascular device, implant, and graft 0 0 20
D4275 Cardiac arrest 0 0 160
D5770 Acute pancreatitis 40 0 30
D30520 Cannabis abuse, unspecified 0 0 50
D4270 Paroxysmal supraventricular tachycardia 0 0 30
D4271 Paroxysmal ventricular tachycardia 0 0 90
DV1201 Personal history of tuberculosis 0 0 20
D79029 Other abnormal glucose 0 0 120
D9584 Traumatic shock 0 0 20
D30500 Alcohol abuse, unspecified 0 0 250
D30501 Alcohol abuse, continuous 0 0 20
D7242 Lumbago 0 0 30
DV854 Description not found for DV854 0 0 20
D9974 Digestive system complications, not elsewhere classified 0 0 40
D73300 Osteoporosis, unspecified 0 0 90
D34982 Toxic encephalopathy 0 0 40
D27801 Morbid obesity 0 0 160
D78052 Insomnia, unspecified 0 0 20
D07070 Unspecified viral hepatitis C without hepatic coma 0 0 20
D7872 Description not found for D7872 0 0 60
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 100
D80126 Closed fracture of base of skull with subarachnoid, subdural, and extradural hemorrhage, with loss of consciousness of unspecified duration 20 0 0
D96500 Poisoning by opium (alkaloids), unspecified 0 0 20
D49122 Obstructive chronic bronchitis with acute bronchitis 0 0 20
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 70
D45342 Acute venous embolism and thrombosis of deep vessels of distal lower extremity 0 0 20
D4928 Other emphysema 0 0 40
D515 Postinflammatory pulmonary fibrosis 0 0 40
D2753 Disorders of phosphorus metabolism 0 0 60
D42789 Other specified cardiac dysrhythmias 0 0 250
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
D4169 Chronic pulmonary heart disease, unspecified 0 0 30
D79092 Abnormal coagulation profile 0 0 30
D42781 Sinoatrial node dysfunction 0 0 30
D43820 Late effects of cerebrovascular disease, hemiplegia affecting unspecified side 0 0 40
D8505 Concussion with loss of consciousness of unspecified duration 20 0 30
D7994 Cachexia 0 0 40
D51919 Other diseases of trachea and bronchus 0 0 20
D7993 Debility, unspecified 0 0 20
D7991 Respiratory arrest 0 0 20
D4241 Aortic valve disorders 0 0 70
D30590 Other, mixed, or unspecified drug abuse, unspecified 0 0 30
D5990 Urinary tract infection, site not specified 0 0 370
D4414 Abdominal aneurysm without mention of rupture 20 0 20
D25040 Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled 0 0 60
D3314 Obstructive hydrocephalus 0 0 50
D1970 Secondary malignant neoplasm of lung 0 0 20
D3310 Alzheimer's disease 0 0 50
D41071 Subendocardial infarction, initial episode of care 120 0 180
D5070 Pneumonitis due to inhalation of food or vomitus 140 0 490
D07054 Chronic hepatitis C without mention of hepatic coma 0 0 30
D185 Malignant neoplasm of prostate 0 0 20
DV4986 Do not resuscitate status 0 0 20
D78057 Unspecified sleep apnea 0 0 20
D9693 Poisoning by other antipsychotics, neuroleptics, and major tranquilizers 20 0 20
D27541 Hypocalcemia 0 0 40
D9690 Description not found for D9690 20 0 20
D2809 Iron deficiency anemia, unspecified 0 0 60
D9694 Poisoning by benzodiazepine-based tranquilizers 70 0 80
DV441 Gastrostomy status 0 0 40
D56400 Constipation, unspecified 0 0 60
D2766 Description not found for D2766 0 0 30
D2767 Hyperpotassemia 0 0 140
D486 Pneumonia, organism unspecified 180 0 580
D2762 Acidosis 0 0 350
D481 Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia] 0 0 30
D2760 Hyperosmolality and/or hypernatremia 0 0 160
D5939 Unspecified disorder of kidney and ureter 0 0 110
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 110
D3079 Other and unspecified special symptoms or syndromes, not elsewhere classified 0 0 30
D2768 Hypopotassemia 0 0 460
D2769 Electrolyte and fluid disorders not elsewhere classified 0 0 40
D8026 Closed fracture of orbital floor (blow-out) 0 0 20
D5853 Chronic kidney disease, Stage III (moderate) 0 0 50
D8024 Closed fracture of malar and maxillary bones 0 0 20
D2875 Thrombocytopenia, unspecified 0 0 130
D03811 Methicillin susceptible Staphylococcus aureus septicemia 40 0 20
D8020 Closed fracture of nasal bones 0 0 30
D5712 Alcoholic cirrhosis of liver 0 0 40
D3485 Cerebral edema 0 0 30
D78609 Other respiratory abnormalities 0 0 20
D5711 Acute alcoholic hepatitis 0 0 20
D3481 Anoxic brain damage 0 0 90
D4010 Malignant essential hypertension 0 0 20
D5715 Cirrhosis of liver without mention of alcohol 0 0 20
D570 Acute and subacute necrosis of liver 0 0 40
D2866 Defibrination syndrome 0 0 20
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 70
D27651 Dehydration 0 0 220
D27652 Hypovolemia 0 0 30
D311 Depressive disorder, not elsewhere classified 0 0 190
D72989 Other musculoskeletal symptoms referable to limbs 0 0 20
D78820 Retention of urine, unspecified 0 0 30
D2869 Other and unspecified coagulation defects 0 0 40
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 190
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 80
D78060 Fever, unspecified 0 0 20
D2874 Description not found for D2874 0 0 30
D3004 Dysthymic disorder 0 0 40
D41091 Acute myocardial infarction of unspecified site, initial episode of care 20 0 30
D30560 Cocaine abuse, unspecified 0 0 30
D34831 Metabolic encephalopathy 0 0 70
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 50
D28529 Anemia of other chronic disease 0 0 50
D7850 Tachycardia, unspecified 0 0 70
D4148 Other specified forms of chronic ischemic heart disease 0 0 60
D496 Chronic airway obstruction, not elsewhere classified 0 0 260
D5722 Hepatic encephalopathy 0 0 20
D9973 Description not found for D9973 0 0 30
D490 Bronchitis, not specified as acute or chronic 0 0 20
D4439 Peripheral vascular disease, unspecified 0 0 60
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 100
D41011 Acute myocardial infarction of other anterior wall, initial episode of care 40 0 20
D2764 Mixed acid-base balance disorder 0 0 30
D4538 Description not found for D4538 0 0 30
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0 0 60
D319 Unspecified intellectual disabilities 0 0 20
D04104 Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group D [Enterococcus] 0 0 30
D78079 Other malaise and fatigue 0 0 30
D27800 Obesity, unspecified 0 0 200
D42830 Diastolic heart failure, unspecified 0 0 50
D4019 Unspecified essential hypertension 0 0 1250
D0414 Escherichia coli [E. coli] infection in conditions classified elsewhere and of unspecified site 0 0 70
D5849 Acute kidney failure, unspecified 30 0 450
D2449 Unspecified acquired hypothyroidism 0 0 250
D96509 Poisoning by other opiates and related narcotics 30 0 20
D30000 Anxiety state, unspecified 0 0 90
D2761 Hyposmolality and/or hyponatremia 0 0 300
D48283 Pneumonia due to other gram-negative bacteria 0 0 30
DV0382 Other specified vaccinations against streptococcus pneumoniae [pneumococcus] 0 0 40
D99592 Severe sepsis 0 0 390
D51889 Other diseases of lung, not elsewhere classified 0 0 20
D99591 Sepsis 0 0 160
DV5865 Long-term (current) use of steroids 0 0 30
D41519 Other pulmonary embolism and infarction 20 0 30
DV5867 Long-term (current) use of insulin 0 0 100
DV5866 Long-term (current) use of aspirin 0 0 60
DV5869 Long-term (current) use of other medications 0 0 30
D51881 Acute respiratory failure 1460 0 2100
D51882 Other pulmonary insufficiency, not elsewhere classified 0 0 60
D7843 Aphasia 0 0 50
D51884 Acute and chronic respiratory failure 170 0 100
D8730 Open wound of scalp, without mention of complication 0 0 50
D99859 Other postoperative infection 0 0 30
DV1251 Personal history of venous thrombosis and embolism 0 0 40
D00845 Intestinal infection due to Clostridium difficile 0 0 60
D3572 Polyneuropathy in diabetes 0 0 40
D45829 Other iatrogenic hypotension 0 0 50
D2752 Disorders of magnesium metabolism 0 0 100
D3970 Diseases of tricuspid valve 0 0 20
D2749 Gout, unspecified 0 0 40
D0417 Pseudomonas infection in conditions classified elsewhere and of unspecified site 0 0 20
D5128 Other spontaneous pneumothorax 0 0 20
D5680 Peritoneal adhesions (postoperative) (postinfection) 0 0 20
D7823 Edema 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 60 0 390
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 100
D30300 Acute alcoholic intoxication in alcoholism, unspecified 0 0 20
D30301 Acute alcoholic intoxication in alcoholism, continuous 0 0 20
D1120 Candidiasis of mouth 0 0 30
D87342 Open wound of forehead, without mention of complication 0 0 50
D1122 Candidiasis of other urogenital sites 0 0 30
D4321 Subdural hemorrhage 20 0 0
D45981 Venous (peripheral) insufficiency, unspecified 0 0 20
D2841 Pancytopenia 0 0 20
DV4365 Knee joint replacement 0 0 20
D04111 Methicillin susceptible Staphylococcus aureus in conditions classified elsewhere and of unspecified site 0 0 40
D53081 Esophageal reflux 0 0 170
D56210 Diverticulosis of colon (without mention of hemorrhage) 0 0 20
D56211 Diverticulitis of colon (without mention of hemorrhage) 20 0 0
D0382 Pneumococcal septicemia [Streptococcus pneumoniae septicemia] 40 0 0
D70703 Pressure ulcer, lower back 0 0 90
D0380 Streptococcal septicemia 50 0 20
D4293 Cardiomegaly 0 0 20
D70707 Pressure ulcer, heel 0 0 20
DV1005 Personal history of malignant neoplasm of large intestine 0 0 20
D70705 Pressure ulcer, buttock 0 0 30
D78720 Dysphagia, unspecified 0 0 110
D0388 Other specified septicemias 20 0 0
D0389 Unspecified septicemia 680 0 400
D412 Old myocardial infarction 0 0 120
D72888 Rhabdomyolysis 0 0 100
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 240
EE8494 Accidents occurring in place for recreation and sport 30
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 50
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 50
EE8496 Accidents occurring in public building 50
EE9352 Other opiates and related narcotics causing adverse effects in therapeutic use 20
EE9379 Unspecified sedatives and hypnotics causing adverse effects in therapeutic use 20
EE966 Assault by cutting and piercing instrument 30
EE8796 Urinary catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 20
EE8493 Accidents occurring in industrial places and premises 30
EE9689 Assault by unspecified means 20
EE8889 Unspecified fall 160
EE8532 Accidental poisoning by benzodiazepine-based tranquilizers 40
EE8497 Accidents occurring in residential institution 1150
EE9504 Suicide and self-inflicted poisoning by other specified drugs and medicinal substances 80
EE8147 Motor vehicle traffic accident involving collision with pedestrian injuring pedestrian 30
EE9600 Unarmed fight or brawl 30
EE9342 Anticoagulants causing adverse effects in therapeutic use 90
EE8499 Accidents occurring in unspecified place 320
EE8502 Accidental poisoning by other opiates and related narcotics 40
EE8121 Other motor vehicle traffic accident involving collision with motor vehicle injuring passenger in motor vehicle other than motorcycle 20
EE9300 Penicillins causing adverse effects in therapeutic use 20
EE8120 Other motor vehicle traffic accident involving collision with motor vehicle injuring driver of motor vehicle other than motorcycle 60
EE8542 Accidental poisoning by psychostimulants 20
EE9803 Poisoning by tranquilizers and other psychotropic agents, undetermined whether accidentally or purposely inflicted 20
EE9500 Suicide and self-inflicted poisoning by analgesics, antipyretics, and antirheumatics 70
EE8859 Fall from other slipping, tripping, or stumbling 90
EE030 Unspecified activity 30
EE8122 Other motor vehicle traffic accident involving collision with motor vehicle injuring motorcyclist 20
EE8781 Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation 30
EE9502 Suicide and self-inflicted poisoning by other sedatives and hypnotics 30
EE9444 Other diuretics causing adverse effects in therapeutic use 40
EE9503 Suicide and self-inflicted poisoning by tranquilizers and other psychotropic agents 130
EE9394 Benzodiazepine-based tranquilizers causing adverse effects in therapeutic use 30
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 40
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 170
EE912 Inhalation and ingestion of other object causing obstruction of respiratory tract or suffocation 40
EE9308 Other specified antibiotics causing adverse effects in therapeutic use 40
EE911 Inhalation and ingestion of food causing obstruction of respiratory tract or suffocation 20
EE9654 Assault by other and unspecified firearm 30
EE8786 Removal of other organ (partial) (total) causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 30
EE8849 Other accidental fall from one level to another 20
EE8498 Accidents occurring in other specified places 200
EE9509 Suicide and self-inflicted poisoning by other and unspecified solid and liquid substances 30
EE9289 Unspecified accident 100
EE8150 Other motor vehicle traffic accident involving collision on the highway injuring driver of motor vehicle other than motorcycle 20
EE0008 Other external cause status 90
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 130
EE9288 Other accidents 20
EE915 Foreign body accidentally entering other orifice 30
EE0009 Unspecified external cause status 50
EE9478 Other drugs and medicinal substances causing adverse effects in therapeutic use 40
EE9682 Assault by striking by blunt or thrown object 20
EE0299 Other activity 30
EE9479 Unspecified drug or medicinal substance causing adverse effects in therapeutic use 30
EE8490 Accident in home 930
EE8495 Street and highway accidents 280