Table 3 Distribution of clinical characteristics in patients diagnosed with heart failure by cause of death.

From: Development of a deep learning model for survival prediction in heart failure: competing risk and frailty model

Variables

 

Mortality from heart failure

N (%)

Mortality from other causes

N (%)

BMI categories

< 18.5

14 (8.8)

4 (4.1)

18.5–24.9

76 (47.5)

46 (47.4)

25–29.9

51 (31.9)

36 (37.1)

30-34.5

11 (6.9)

7 (7.2)

> 35

8 (5.0)

4 (4.1)

Connective tissue disease

5 (3.1)

5 (5.2)

HFType (ischemic)

98 (61.3)

57 (58.8)

NYHAClass

I

29 (18.1)

10 (10.3)

II

12 (7.5)

3 (3.1)

III

103 (64.4)

68 (70.1)

IV

16 (10)

16 (16.5)

Ascites

133 (83.1)

75 (77.3)

Increases jugular venous pressure

136 (85)

81 (83.5)

EDEMA

107 (66.9)

57 (58.8)

Acute coronary syndrome

117 (73.1)

83 (85.6)

Non compliance with medication

128 (80)

64 (66)

Infection

86 (53.8)

61 (62.9)

Uncontrolled arrhythmias ICD shock

147 (91.9)

86 (88.7)

Non-compliance with diet

139 (86.9)

78 (80.4)

pulmonary embolism

141 (88.1)

77 (79.4)

Supraventricular tachycardia

129 (80.6)

81 (83.5)

Premature ventricular complexes

121 (75.6)

75 (77.3)

Hepatic failure

142 (88.8)

87 (89.7)

Worsenal renal function

122 (76.3)

79 (81.4)

Hypertension

41 (25.6)

38 (39.2)

Diabetes mellitus

32 (20.0)

31 (32.0)

Coronary artery disease

53 (33.1)

44 (45.4)

Hyperlipidemia

21 (13.1)

33 (34.0)

Smoking

25 (15.6)

17 (17.5)

Chronic kidney disease dialysis

39 (24.4)

32 (33.0)

Atrial fibrillation

29 (18.1)

31 (32.0)

StrokeTIA

8 (5.0)

7 (7.2)

Chemotherapy radiotherapy

1 (0.6)

5 (5.2)

Malignancy

2 (1.3)

4 (4.1)

Type of acute heart failure (decompensated)

158 (98.8)

92 (94.8)

Uncontrolled hypertension

154 (96.3)

96 (99.0)

Myocarditis

140 (87.5)

86 (88.7)

Sinus rhythm

94 (58.8)

60 (61.9)

Atrial flutter

130 (81.3)

69 (71.1)

Paced

138 (86.3)

89 (91.8)

Intubation ventilation

153 (95.6)

93 (95.9)

AF requiring therapy

106 (66.3)

64 (66)

Acute dialysis ultra filtration

153 (95.6)

92 (94.8)

SBP (mean (SD))

106.58 (26.18)

116.09 (28.41)

DBP (mean (SD))

66.15 (17.02)

73.61 (23.14)

SPO2 (mean (SD))

91.45 (8.21)

91.51 (5.86)

Left ventricular ejection fraction (LVEF) (mean (SD))

24.50 (13.97)

25.58 (12.69)