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Table 4 Results of cluster analysis

From: Development of a machine learning-based predictive model for maxillary sinus cysts and exploration of clustering patterns

Variable n (%)

 

Cluster 1 (n = 4123)

Cluster 2 (n = 1877)

P

Gender

0

1916 (46.471)

707 (37.666)

< 0.001

 

1

2207 (53.529)

1170 (62.334)

 

Age

0

2131 (51.686)

5 (0.266)

< 0.001

 

1

1475 (35.775)

337 (17.954)

 
 

2

517 (12.539)

1535 (81.779)

 

Pulp condition

0

3569 (86.563)

0 (0.000)

< 0.001

 

1

531 (12.879)

163 (8.684)

 
 

2

23 (0.558)

323 (17.208)

 
 

3

0 (0.000)

1391 (74.108)

 

Periodontal condition

0

1236 (29.978)

31 (1.652)

< 0.001

 

1

2357 (57.167)

185 (9.856)

 
 

2

530 (12.855)

1661 (88.492)

 

Relationship of the tooth root to the floor of the maxillary sinus

0

1850 (44.870)

1063 (56.633)

< 0.001

 

1

2273 (55.130)

814 (43.367)

 

Morphology of the floor of the maxillary sinus

0

1637 (39.704)

934 (49.760)

< 0.001

 

1

2486 (60.296)

943 (50.240)

 

Vessels of the lateral wall of the maxillary sinus

0

1442 (34.975)

816 (43.474)

< 0.001

 

1

2681 (65.025)

1061 (56.526)

 

Mucosal condition of the maxillary sinus

0

2398 (58.162)

919 (48.961)

< 0.001

 

1

1725 (41.838)

958 (51.039)

 

Presence of maxillary sinusitis

0

3989 (96.750)

1834 (97.709)

0.042

 

1

134 (3.250)

43 (2.291)

 

Development of the maxillary sinus

0

3900 (94.591)

1794 (95.578)

0.107

 

1

223 (5.409)

83 (4.422)

 

Cortical bone condition of the floor of the maxillary sinus

0

3895 (94.470)

1754 (93.447)

0.117

 

1

228 (5.530)

123 (6.553)

 

Cyst or not

0

3427 (83.119)

1387 (73.895)

< 0.001

 

1

696 (16.881)

490 (26.105)

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