From: Survival estimation of oral cancer using fuzzy deep learning
Variables | Number of patients (%) | |
---|---|---|
Sex | Male | 278 (47.8%) |
Female | 303 (52.2%) | |
Age | < 41 years | 41 (7.1%) |
41 – 60 years | 241 (41.4%) | |
>60 years | 299 (51.5 %) | |
Tumor location | Oral tongue | 258 (44.4%) |
Floor of mouth | 53 (9.1%) | |
Buccal mucosa | 64 (11.0%) | |
Alveolar ridge | 110 (18.9%) | |
Hard palate | 13 (2.2%) | |
Lip | 67 (11.6%) | |
Retromolar trigone | 16 (2.8%) | |
T stage | T1 | 98 (16.9%) |
T2 | 194 (33.4%) | |
T3 | 100 (17.2%) | |
T4a | 186 (32.0%) | |
T4b | 3 (0.5%) | |
pN stage | N0 | 298 (51.3%) |
N1 | 107 (18.4%) | |
N2a | 25 (4.3%) | |
N2b | 108 (18.6%) | |
N2c | 38 (6.5%) | |
N3 | 5 (0.9%) | |
TNM stage | I | 78 (13.4%) |
II | 109 (18.8%) | |
III | 106 (18.2%) | |
IVa | 279 (48.0%) | |
IVb | 9 (1.6%) | |
Histologic grade | Well | 387 (66.6%) |
Moderate | 165 (28.4%) | |
Poor | 29 (5.0%) | |
Lymph node metastasis | Positive | 283 (48.7%) |
Negative | 298 (51.3%) | |
Lymphovascular invasion | Positive | 100 (17.2%) |
Negative | 481 (82.8%) | |
Perineural invasion | Positive | 138 (23.8%) |
Negative | 443 (76.2%) | |
Margin | Positive | 114 (19.6%) |
Close | 20 (3.4%) | |
Clear | 447 (77.0%) | |
Extranodal extension | Positive | 44 (7.6%) |
Negative | 537 (92.4%) | |
Primary treatment | Surgery only | 150 (25.8%) |
Surgery combines with radiotherapy | 302 (52.0%) | |
Surgery combines with concurrence chemoradiotherapy | 129 (22.2%) | |
Locoregional recurrence | Local recurrence | 78 (13.4%) |
No recurrence | 503 (86.6%) | |
Post operative distant metastasis | Lung metastasis | 29 (5.0%) |
Bone metastasis | 6 (1.0%) | |
No metastasis | 546 (94.0%) | |
Overall survival time (Class) | 0 – 12 months (Class 0) | 154 (26.5%) |
13 – 24 months (Class 1) | 67 (11.5%) | |
25 – 36 months (Class 2) | 33 (5.7%) | |
37 – 48 months (Class 3) | 19 (3.3%) | |
49 – 60 months (Class 4) | 6 (1.0%) | |
> 60 months (Class 5) | 302 (52.0%) |