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Table 1 Demographics, comorbidities and medication administration

From: Deep learning prediction of hospital readmissions for asthma and COPD

 

Asthma

COPD

p-value

 

N = 1893

N = 3901

 

Age (years)

41 (26–58)

71 (61–81)

< 0.01

Female sex n (%)

1288 (68)

2151 (55)

< 0.01

Race n (%)

   

African American/Black

669 (35)

500 (13)

< 0.01

White

770 (41)

3154 (81)

< 0.01

Other

403 (21)

220 (6)

< 0.01

Not Available*

53

27

 

Hispanic Ethnicity n (%)

479 (25)

234 (6)

< 0.01

BMI (kg/m2)

30 (25–37)

27 (23–34)

< 0.01

Smoking status (n)

1812

3778

< 0.01

Never n (%)

1022 (56)

287 (7)

 

Current n (%)

326 (18)

971 (26)

 

Former n (%)

464 (25)

2520 (67)

 

Length of Stay

2 (2–4)

4 (3–8)

< 0.01

ICU admission n (%)

267 (14)

880 (23)

< 0.01

Death during hospitalization n (%)

7 (0.4)

111 (3)

0.51

Death within a year n (%)

48 (3)

721 (18)

< 0.01

Readmission within 30 days n (%)

72 (4)

214 (6)

< 0.01

Multiple hospitalizations n (%)

386 (21)

1359 (35)

< 0.01

Comorbidities

 

CAD

330 (17)

2026 (52)

< 0.01

CHF

270 (14)

2011 (52)

< 0.01

Cerebrovascular disease

200 (11)

770 (20)

< 0.01

Diabetes Mellitus

739 (39)

1960 (50)

< 0.01

CKD

238 (13)

1391 (36)

< 0.01

Allergic rhinitis

497 (26)

312 (8)

< 0.01

Nasal polyposis

34 (2)

31 (0.8)

< 0.01

Lung cancer

16 (0.8)

559 (14)

< 0.01

Sleep apnea

474 (25)

1322 (34)

< 0.01

GERD

836 (44)

2033 (52)

< 0.01

Hypertension

976 (52)

3399 (87)

< 0.01

Multiple comorbidities

1133 (60)

3467 (89)

< 0.01

Medications during hospitalization

   
 

N = 1856

N = 3863

 

Albuterol

1481 (80)

2547 (66)

< 0.01

Theophylline

18 (1)

113 (3)

< 0.01

Antibiotic

993 (54)

3362 (87)

< 0.01

ICS

349 (19)

436 (11)

< 0.01

ICS + LABA

892 (48)

2498 (65)

< 0.01

LAMA

122 (7)

1758 (46)

< 0.01

LAMA + LABA

0

4 (0.1)

0.39

LTRA

572 (31)

512 (13)

< 0.01

Nicotine replacement

159 (9)

809 (21)

< 0.01

Systemic steroids

1433 (77)

3033 (79)

0.2527

Varenicline

0

1

1

Roflumilast

0

24

< 0.01

  1. *Unknown or patient refused
  2. BMI body mass index, ICU intensive care unit, CAD coronary artery disease, CHF congestive heart failure, CKD chronic kidney disease, GERD gastroesophageal reflux disease, ICS inhaled corticosteroid, LABA long-acting beta-agonist, LAMA long-acting muscarinic antagonist, LTRA leukotriene receptor antagonist