Skip to main content

Table 2 The conditional probability distribution of AKI with eGFR, hemoglobin and serum sodium as parent nodes

From: Application of group LASSO regression based Bayesian networks in risk factors exploration and disease prediction for acute kidney injury in hospitalized patients with hematologic malignancies

Parent Nodes

AKI incidence (%)

eGFR

Hb

Sodium

Yes

No

≤59

<115

≤136

78.5%

21.5%

≤59

<115

137~147

47.6%

52.4%

≤59

<115

≥148

68.3%

31.7%

≤59

≥115

≤136

60.7%

39.3%

≤59

≥115

137~147

38.4%

61.6%

≤59

≥115

≥148

45.0%

55.0%

60~89

<115

≤136

44.7%

55.3%

60~89

<115

137~147

22.8%

77.2%

60~89

<115

≥148

42.8%

57.2%

60~89

≥115

≤136

19.2%

80.8%

60~89

≥115

137~147

12.0%

88.0%

60~89

≥115

≥148

33.4%

66.6%

≥90

<115

≤136

38.4%

61.6%

≥90

<115

137~147

10.3%

89.7%

≥90

<115

≥148

36.8%

63.2%

≥90

≥115

≤136

19.3%

80.7%

≥90

≥115

137~147

5.2%

94.8%

≥90

≥115

≥148

33.0%

67.0%

  1. AKI acute kidney injury, eGFR estimated glomerular filtration rate, Hb hemoglobin