Skip to main content

Table 4 Descriptive statistics: hospitalisation

From: Medication adherence prediction through temporal modelling in cardiovascular disease management

NUMBER_OF_DAYS > 0

 

Mean (SD)

6.37 (11.87)

ACUTE_ADM

54,448

HX_BROAD_CVD

32,542

HX_ATHERO_CVD

30,259

HX_CHD_DIAGS

23,207

HX_ACS

16,777

HX_MI

13,799

HX_UNST_ANGINA

6596

HX_ANGINA

8489

HX_OTHER_CHD

20,416

HX_CHD_PROCS

12,771

HX_PCI

8646

HX_CABG

5659

HX_OTHER_CHD_PROCS

335

HX_PVD_DIAGS

5301

HX_PVD_PROCS

3551

HX_HAEMORRHAGIC_STROKE

1204

HX_CEVD

8403

HX_ISCHAEMIC_STROKE

5878

HX_TIA

3159

HX_OTHER_CEVD

772

HX_HEART_FAILURE

8079

HX_ATRIAL_FIBRILLATION

10,902

MORTALITY_BROAD_CVD_WITH_OTHER

17,463

MORTALITY_OTHER_RELATED_CVD_DEATHS

2416

OUT_BROAD_CVD

16,421

OUT_ATHERO_CVD

14,308

OUT_CHD

9689

OUT_MI

5944

OUT_ACS

7445

OUT_UNST_ANGINA

2104

OUT_ANGINA

3300

OUT_OTHER_CHD

3539

OUT_PVD_DIAGS

1537

OUT_PVD_PROCS

1922

OUT_PCI_CABG

5758

OUT_HAEMORRHAGIC_STROKE

521

OUT_CEVD

4364

OUT_ISCHAEMIC_STROKE

3011

OUT_TIA

1598

OUT_OTHER_CEVD

50

OUT_HEART_FAILURE

3096

OUT_ATRIAL_FIBRILLATION

3288

  1. Number of patients who had acute hospital admission within their time-series and number of patients who had hospitalisations with clinical code mapping to the specified category in their time-series. See Table 1 for the descriptions of the features