Table 2 Clinical features included in TCGA dataset.
From: Autoencoder-based multimodal prediction of non-small cell lung cancer survival
Clinical feature | Feature levelsa | No. of missing samples |
|---|---|---|
Age (years) | 66.1 ± 9.5 | 14 |
Sex | Male | 0 |
Female | ||
Tumor volume (cm3) | 0.5 ± 0.5 | 220 |
Primary diagnosis | Adenocarcinoma | 0 |
Squamous cell carcinoma | ||
Prior malignancy | Yes, no | 0 |
Synchronous malignancy | Yes, no | 54 |
Pathological stage | Stage1, Stage 1A, Stage 1B | 8 |
Stage 2, Stage 2A, Stage 2B | ||
Stage 3, Stage 3A, Stage 3B | ||
Stage 4 | ||
Staging tumor | T1, T1a, T1b | 3 |
T2, T2a, T2b | ||
T3 | ||
T4 | ||
Staging lymph nodes | N0 | 12 |
N1 | ||
N2 | ||
Staging metastasis | M0 | 199 |
M1, M1a, M1b | ||
No. of pack-years smokedb | 46.2 ± 28.1 | 180 |
