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Table 9 Clinical units and outcomes under investigation

From: Neural networks and hospital length of stay: an application to support healthcare management with national benchmarks and thresholds

Clinical unit

Long hospitalizations (LOS > national average) (%)

Outlier hospitalizations (LOS > national threshold) (%)

Cardiology

19.38

1.62

Hematology

47.55

8.04

Geriatrics

59.19

5.98

Infectious diseases

39.83

3.56

Internal medicine

41.66

4.23

Emergency medicine

39.14

4.38

Nephrology

56.22

10.95

Neurology

37.84

2.88

Coronary care

42.05

3.22

Gastroenterology

33.76

0.96

Oncology

36.75

2.41

Respiratory diseases

48.26

2.36

Rheumatology

59.09

4.55

Total (DIEM)

40.06

3.74