Skip to main content

Table 1 Baseline parameters of the IUI candidates in both groups

From: Developing machine learning-based models to predict intrauterine insemination (IUI) success by address modeling challenges in imbalanced data and providing modification solutions for them

Variable’s name

Category name

Success

Unsuccess

P value

Success rateD

–

155 (28)

391 (72)

 

Female age (year)T

–

(24.98 ± 4.850)

(27.34 ± 6.588)

 < 0.001

Male age (year)T

–

(29.85 ± 6.033)

(32.09 ± 8.037)

0.002

Duration of infertility (year)T

–

(2.91 ± 2.45)

(3.79 ± 3.15)

0.002

Cycle day of IUI (day)T

–

(15.3 ± 2.774)

(15.33 ± 6.033)

0.912

Sperm concentrationT

–

(77.59 ± 25.8)

(79.58 ± 23.354)

0.386

Sperm motility (%)T

–

(61.94 ± 11.889)

(59.57 ± 9.444)

0.015

Sperm motility grading ScoreT

–

(1.9 ± 0.33)

(1.73 ± 0.22)

 < 0.001

Number of Follicle on the day of HCGM

–

315

256

 < 0.001

Number of previous IUIM

–

275

272

0.867

Type of infertilityC

Primary

123 (29.3)

297 (70.7)

0.396

Secondary

32 (25.4)

94 (74.6)

 

Menstruation regularityC

Regular

83 (26.2)

234 (73.8)

0.179

Irregular

72 (31.4)

157 (68.8)

 

GalactorrheaC

Yes

20 (26.3)

56 (73.3)

0.666

No

135 (28.7)

335 (71.3)

 

HirsutismC

Yes

58 (31.2)

128 (68.8)

0.298

No

97 (26.9)

263 (73.1)

 

Treatment with HMGC

Yes

1 (7.1)

13 (92.9)

0.074

No

154 (28.9)

378 (71.1)

 

Treatment with clomiphene-HMGC

Yes

73 (30.8)

164 (69.2)

0.273

No

82 (26.5)

227 (73.5)

 

Treatment with clomipheneC

Yes

81 (27.5)

214 (72.5)

0.601

No

74 (29.5)

177 (70.5)

 

Female factorC

Yes

53 (28.5)

133 (71.5)

0.968

No

102 (28.3)

258 (71.7)

 

Male factorC

Yes

34 (34)

66 (66)

0.168

No

121 (27.1)

325 (72.9)

 

Female and male pregnancy factors bothC

Yes

10 (11.8)

75 (88.2)

 < 0.001

No

145 (31.5)

316 (68.5)

 

Unexplained pregnancy factorC

Yes

58 (33.1)

117 (66.9)

0.091

No

97 (26.1)

274 (73.9)

 
  1. Abbreviations of D, T, M, and C, respectively, are related by the dependent variable expressed as count (%), continuous variable expressed as mean (standard deviation), discrete variables expressed as mean rank, and categorical variables expressed as count (%). Also, abbreviations of T, M, and C, respectively related by The P values of the Independent T-test, Mann–Whitney test, and Chi-square tests