|
| No. | Association rules (ICD-10 codes) | Antecedent | Consequent | Support | Confidence | Lift |
|
| 1 | Q44 -> Q61 | Congenital malformations of the gallbladder, bile ducts, and liver | Cystic kidney disease | 19.89% | 97.27% | 4.71 |
| 2 | K80, K20 -> K29 | Cholelithiasis and oesophagitis | Gastritis and duodenitis | 0.33% | 96.77% | 1.81 |
| 3 | Q61 -> Q44 | Cystic kidney disease | Congenital malformations of the gallbladder, bile ducts, and liver | 19.89% | 96.40% | 4.71 |
| 4 | I66 -> I63 | Occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction | Cerebral infarction | 5.94% | 96.05% | 1.46 |
| 5 | I66, I25 -> I63 | Occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction chronic ischaemic heart disease | Cerebral infarction | 1.73% | 94.69% | 1.44 |
| 6 | I65 -> I63 | Occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Cerebral infarction | 5.01% | 92.64% | 1.41 |
| 7 | K20 -> K29 | Oesophagitis | Gastritis and duodenitis | 4.15% | 92.25% | 1.73 |
| 8 | R13 -> R47 | Dysphagia | Speech disturbances, not elsewhere classified | 12.15% | 90.91% | 5.77 |
| 9 | I70, I61 -> I10 | Atherosclerosis intracerebral haemorrhage | Essential (primary) hypertension | 0.13% | 89.04% | 1.24 |
| 10 | G80 -> G40 | Cerebral palsy | Epilepsy | 1.35% | 86.54% | 3.94 |
| 11 | I61, I69 -> I10 | Intracerebral haemorrhage sequelae of cerebrovascular disease | Essential (primary) hypertension | 1.11% | 86.32% | 1.20 |
| 12 | I61, I25 -> I10 | Intracerebral haemorrhagechronic ischaemic heart disease | Essential (primary) hypertension | 0.64% | 86.14% | 1.20 |
| 13 | K21 -> K29 | Gastroesophageal reflux disease | Gastritis and duodenitis | 4.15% | 85.71% | 1.61 |
| 14 | I20, I69 -> I10 | Angina pectoris sequelae of cerebrovascular disease | Essential (primary) hypertension | 0.39% | 84.78% | 1.18 |
| 15 | I70, I69 -> I10 | Atherosclerosis sequelae of cerebrovascular disease | Essential (primary) hypertension | 0.20% | 84.48% | 1.18 |
| 16 | I25, I69 -> I10 | Chronic ischaemic heart disease sequelae of cerebrovascular disease | Essential (primary) hypertension | 1.10% | 84.19% | 1.17 |
| 17 | I25, I71 ->I10 | Chronic ischaemic heart disease aortic aneurysm and dissection | Essential (primary) hypertension | 0.17% | 83.84% | 1.17 |
| 18 | I20, I66 -> I10 | Angina pectoris occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 0.54% | 83.44% | 1.16 |
| 19 | I80, I61 -> I10 | Phlebitis and thrombophlebitis intracerebral haemorrhage | Essential (primary) hypertension | 0.12% | 83.33% | 1.16 |
| 20 | I20, I61 -> I10 | Angina pectoris intracerebral haemorrhage | Essential (primary) hypertension | 0.22% | 82.71% | 1.15 |
| 21 | I61, I63 -> I10 | Intracerebral haemorrhage cerebral infarction | Essential (primary) hypertension | 2.20% | 82.41% | 1.15 |
| 22 | J03, J04 -> J18 | Acute tonsillitis acute laryngitis and tracheitis | Pneumonia, organism unspecified | 0.48% | 82.22% | 1.47 |
| 23 | I61 -> I10 | Intracerebral haemorrhage | Essential (primary) hypertension | 3.99% | 82.09% | 1.15 |
| 24 | I66, I61 -> I10 | Occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction intracerebral haemorrhage | Essential (primary) hypertension | 0.21% | 82.03% | 1.14 |
| 25 | I50, I65 -> I10 | Heart failure occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 0.21% | 81.54% | 1.14 |
| 26 | I71, I63 -> I10 | Aortic aneurysm and dissection cerebral infarction | Essential (primary) hypertension | 0.24% | 81.25% | 1.13 |
| 27 | I70, I10 -> I63 | Atherosclerosis
essential (primary) hypertension | Cerebral infarction | 3.40% | 81.08% | 1.23 |
| 28 | I70 -> I63 | Atherosclerosis | Cerebral infarction | 5.18% | 81.05% | 1.23 |
| 29 | I66, I25 -> I10 | Occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction chronic ischaemic heart disease | Essential (primary) hypertension | 1.48% | 80.97% | 1.13 |
| 30 | J21 -> J18 | Acute bronchiolitis | Pneumonia, organism unspecified | 2.08% | 80.80% | 1.44 |
| 31 | K65, K70 ->K74 | Peritonitis
alcoholic liver disease | Fibrosis and cirrhosis of the liver | 0.55% | 80.65% | 5.85 |
| 32 | I20, I65 ->I10 | Angina pectoris occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 0.67% | 80.43% | 1.12 |
| 33 | I66, I69 -> I10 | Occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction sequelae of cerebrovascular disease | Essential (primary) hypertension | 0.47% | 80.34% | 1.12 |
| 34 | I71 -> I10 | Aortic aneurysm and dissection | Essential (primary) hypertension | 0.49% | 80.00% | 1.12 |
| 35 | I70, I25 -> I63 | Atherosclerosis
chronic ischaemic heart disease | Cerebral infarction | 1.77% | 79.53% | 1.21 |
| 36 | I69 -> I10 | Sequelae of cerebrovascular disease | Essential (primary) hypertension | 4.05% | 79.39% | 1.11 |
| 37 | K26 -> K29 | Duodenal ulcer | Gastritis and duodenitis | 3.91% | 79.06% | 1.48 |
| 38 | I65, I69 -> I10 | Occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction sequelae of cerebrovascular disease | Essential (primary) hypertension | 0.28% | 78.77% | 1.10 |
| 39 | I63, I69 -> I10 | Cerebral infarction sequelae of cerebrovascular disease | Essential (primary) hypertension | 3.04% | 78.47% | 1.09 |
| 40 | I25, I65 -> I10 | Chronic ischaemic heart disease occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 1.52% | 78.17% | 1.09 |
| 41 | I66, I65 -> I10 | Occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 1.29% | 77.95% | 1.09 |
| 42 | J21, J03 -> J18 | Acute bronchiolitis acute tonsillitis | Pneumonia, organism unspecified | 0.40% | 77.50% | 1.38 |
| 43 | H40, H04 ->H25 | Glaucoma
disorders of lacrimal system | Senile cataract | 0.72% | 77.42% | 2.04 |
| 44 | I95 -> I63 | Hypotension | Cerebral infarction | 0.13% | 77.38% | 1.17 |
| 45 | C65 -> C64 | Malignant neoplasm of the renal pelvis | Malignant neoplasm of the kidney, except the renal pelvis | 0.47% | 77.19% | 27.80 |
| 46 | R47 -> R13 | Speech disturbances, not elsewhere classified | Dysphagia | 12.15% | 77.18% | 5.77 |
| 47 | J04 -> J18 | Acute laryngitis and tracheitis | Pneumonia, organism unspecified | 2.14% | 76.38% | 1.36 |
| 48 | I70, I50 -> I10 | Atherosclerosis heart failure | Essential (primary) hypertension | 0.34% | 76.15% | 1.06 |
| 49 | I70, I20 -> I63 | Atherosclerosis
angina pectoris | Cerebral infarction | 0.71% | 76.14% | 1.16 |
| 50 | I05 -> I48 | Rheumatic mitral valve diseases | Artrial fibrillation and flutter | 0.43% | 75.89% | 8.25 |
| 51 | I70, I20 -> I10 | Atherosclerosis angina pectoris | Essential (primary) hypertension | 0.70% | 75.49% | 1.05 |
| 52 | I70, I66 -> I10 | Atherosclerosis occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 0.45% | 75.17% | 1.05 |
| 53 | I20, I63 ->I10 | Angina pectoris cerebral infarction | Essential (primary) hypertension | 7.95% | 75.10% | 1.05 |
| 54 | B91 -> B18 | Sequelae of poliomyelitis | Chronic viral hepatitis | 0.31% | 75.00% | 2.19 |
| 55 | H72 -> H66 | Perforation of tympanic membrane | Suppurative and unspecified otitis media | 0.72% | 75.00% | 16.17 |
| 56 | I48, I66 -> I10 | Artrial fibrillation and flutter occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 0.27% | 75.00% | 1.05 |
| 57 | I50, I69 -> I10 | Heart failure sequelae of cerebrovascular disease | Essential (primary) hypertension | 0.35% | 74.89% | 1.04 |
| 58 | J03, J20 -> J18 | Acute tonsillitis and acute bronchitis | Pneumonia, organism unspecified | 1.93% | 74.44% | 1.33 |
| 59 | I66, I50 -> I10 | Occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction heart failure | Essential (primary) hypertension | 0.19% | 74.42% | 1.04 |
| 60 | I66, I63 -> I10 | Occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 4.42% | 74.34% | 1.04 |
| 61 | I21 -> I25 | Acute myocardial infarction | Chronic ischaemic heart disease | 4.70% | 74.21% | 1.79 |
| 62 | I66 -> I10 | Occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 4.58% | 74.08% | 1.03 |
| 63 | I80, I69 ->I10 | Phlebitis and thrombophlebitis sequelae of cerebrovascular disease | Essential (primary) hypertension | 0.12% | 74.07% | 1.03 |
| 64 | I48, I70 -> I63 | Artrial fibrillation and flutter atherosclerosis | Cerebral infarction | 0.32% | 74.07% | 1.12 |
| 65 | J03 -> J18 | Acute tonsillitis | Pneumonia, organism unspecified | 9.44% | 74.06% | 1.32 |
| 66 | G97 -> G91 | Postprocedural disorders of nervous system, not elsewhere classified | Hydrocephalus | 1.71% | 74.03% | 8.32 |
| 67 | I70, I25 ->I10 | Atherosclerosis chronic ischaemic heart disease | Essential (primary) hypertension | 1.65% | 74.00% | 1.03 |
| 68 | I63 -> I10 | Cerebral infarction | Essential (primary) hypertension | 48.68% | 73.86% | 1.03 |
| 69 | D06 -> D25 | Carcinoma in situ of the cervix uteri | Leiomyoma of the uterus | 3.04% | 73.38% | 3.53 |
| 70 | I00 -> I10 | Rheumatic fever without mention of heart involvement | Essential (primary) hypertension | 0.12% | 73.17% | 1.02 |
| 71 | I65, I63 -> I10 | Occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 3.66% | 72.95% | 1.02 |
| 72 | I25, I63 -> I10 | Chronic ischaemic heart disease and cerebral infarction | Essential (primary) hypertension | 16.95% | 72.90% | 1.02 |
| 73 | I65 -> I10 | Occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction | Essential (primary) hypertension | 3.94% | 72.78% | 1.02 |
| 74 | I48, I70 -> I10 | Artrial fibrillation and flutter atherosclerosis | Essential (primary) hypertension | 0.32% | 72.22% | 1.01 |
| 75 | K44 -> K29 | Diaphragmatic hernia | Gastritis and duodenitis | 1.68% | 72.21% | 1.35 |
| 76 | J04, J20 ->J18 | Acute laryngitis and tracheitis acute bronchitis | Pneumonia, organism unspecified | 0.53% | 72.17% | 1.29 |
| 77 | H04 ->H25 | Disorders of lacrimal system | Senile cataract | 5.09% | 71.91% | 1.89 |
| 78 | S93 -> S82 | Dislocation, sprain, and strain of joints and ligaments at ankle and foot level | Fracture of the lower leg, including the ankle | 1.61% | 71.70% | 4.85 |
| 79 | S32, S06 -> S22 | Fracture of the lumbar spine and pelvis
intracranial injury | Fracture of the rib(s), sternum, and thoracic spine | 2.76% | 70.65% | 2.08 |
| 80 | E02, E79 -> E11 | Subclinical iodine-deficiency hypothyroidism disorders of purine and pyrimidine metabolism | Type 2 diabetes mellitus | 0.20% | 70.27% | 1.04 |
| 81 | F84 -> F79 | Pervasive developmental disorders | Unspecified mental retardation | 18.96% | 70.18% | 2.64 |
| 82 | C19 -> C18 | Malignant neoplasm of the rectosigmoid junction | Malignant neoplasm of the colon | 0.15% | 70.00% | 9.69 |
| 83 | C19 -> C20 | Malignant neoplasm of the rectosigmoid junction | Malignant neoplasm of the rectum | 0.15% | 70.00% | 9.78 |
| 84 | I10, I74 -> I63 | Essential (primary) hypertension arterial embolism and thrombosis | Cerebral infarction | 0.24% | 70.00% | 1.06 |
| 85 | E77, E02 -> E11 | Disorders of glycoprotein metabolism
subclinical iodine-deficiency hypothyroidism | Type 2 diabetes mellitus | 0.17% | 69.70% | 1.03 |
| 86 | F80 -> F84 | Specified developmental disorders of speech and language | Pervasive developmental disorders | 24.88% | 69.08% | 2.56 |
| 87 | K65, K80 -> K74 | Peritonitis and cholelithiasis | Fibrosis and cirrhosis of the liver | 0.49% | 68.75% | 4.99 |
| 88 | I80, I25 -> I63 | Phlebitis and thrombophlebitis
chronic ischaemic heart disease | Cerebral infarction | 0.27% | 68.00% | 1.03 |
| 89 | I10 -> I63 | Essential (primary) hypertension | Cerebral infarction | 48.68% | 67.92% | 1.03 |
| 90 | K70 -> K74 | Alcoholic liver disease | Fibrosis and cirrhosis of the liver | 2.57% | 67.64% | 4.91 |
| 91 | S32, S02 -> S22 | Fracture of the lumbar spine and pelvis and fracture of the skull and facial bones | Fracture of the rib(s), sternum, and thoracic spine | 2.12% | 66.67% | 1.96 |
| 92 | J03, J40 -> J18 | Acute tonsillitis and bronchitis, not specified as acute or chronic | Pneumonia, organism unspecified | 0.77% | 65.57% | 1.17 |
| 93 | K25 -> K29 | Gastric ulcer | Gastritis and duodenitis | 2.88% | 64.68% | 1.21 |
| 94 | K58 -> K29 | Irritable bowel syndrome | Gastritis and duodenitis | 0.71% | 64.65% | 1.21 |
| 95 | K65 -> K74 | Peritonitis | Fibrosis and cirrhosis of the liver | 2.98% | 62.41% | 4.53 |
| 96 | K57 -> K29 | Diverticular disease of the intestine | Gastritis and duodenitis | 1.25% | 62.15% | 1.16 |
| 97 | J20 -> J18 | Acute bronchitis | Pneumonia, organism unspecified | 6.98% | 62.11% | 1.11 |
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