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Table 2 Demographic and clinical variables of patients in the study groups

From: Prediction of lymphedema occurrence in patients with breast cancer using the optimized combination of ensemble learning algorithm and feature selection

Variable

Group

Without lymphedema (n = 230)

With lymphedema (n = 740)

N (%)

N (%)

Occupation

Housewife

168 (75.7)

573(82)

Employed

54 (24.3)

126 (18)

Education

High school diploma and lower education

131 (58)

499 (70.9)

Higher education

95 (42)

205 (29.1)

Marital status

Single

32 (13.9)

83 (11.4)

Married

192 (83.5)

616 (84.7)

Divorced

4 (1.7)

22 (3)

Widow

2 (0.9)

6 (0.8)

Type of surgery

Mastectomy

120 (52.2)

496 (67.9)

Breast preservation

110 (47.8)

235 (32.1)

 

Mean (± SD)

Mean (± SD)

Age

48 (10.75)

50.19 (11.12)

BMI

27.36 (5.1)

28.95 (5.14)

Duration of lymphedema (months)

7.61 (15.97)

22.28 (40.41)

Number of removed lymph nodes

11.44 (6.15)

11.99 (6.04)

Number of involved lymph nodes

2.05 (3.85)

4.09 (5.39)