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Table 1 Long-term conditions analysed: long-term conditions are classified according to the 10th international classification of diseases (ICD-10)

From: Patient-oriented unsupervised learning to uncover the patterns of multimorbidity associated with stroke using primary care electronic health records

No.

Category

ICD-10 code

Long-term condition

1

Neoplasms

C00-C97

Cancer

2

Diseases of the circulatory system

I48

Atrial Fibrillation

3

I50

Heart Failure

4

I10

Hypertension

5

I21

Myocardial infarction

6

I73

Peripheral Aterial/Vascular Disease

7

G45

Transient cerebral ischemic attacks (TIA)

8

I60-I64

Stroke

9

I20-I25

Coronary Heart Disease

10

Certain infectious and parasitic diseases

B15-B19

Viral Hepatitis (B&C)

11

B20

HIV/AIDS

12

Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism

D57

Sickle Cell Anaemia

13

Endocrine, nutritional and metabolic diseases

E10-E14

Diabetes

14

Mental, Behavioral and Neurodevelopmental disorders

F32

Depression

15

F40-F41

Anxiety Disorders

16

F20-F29

Serious Mental Illness

17

F00-F03, G30

Dementia/Alzheimer’s

18

Diseases of the nervous system

G40-G41

Epilepsy

19

G20

Parkinson’s disease

20

G35

Multiple Sclerosis

21

Diseases of the respiratory system

J45-J46

Asthma

22

J44

Chronic Obstructive Pulmonary Disease (COPD)

23

Diseases of the digestive system

K50-K52

Inflammatory Bowel Disease

24

K70-K76

Liver Disease

25

Diseases of the genitourinary system

N18

Chronic kidney disease stage 3 to stage 5 (CKD 3-5)

26

Diseases of the musculoskeletal system and connective tissue

M05-M06

Rheumatoid Arthritis

27

M15-M19

Osteoarthritis

28

M80-M82

Osteoporosis

29

Diseases of the musculoskeletal system and connective tissue

M32

Lupus

30

Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified

R41.83

Cognitive and learning disability