Table A.1.
Detailed overview of dataset with dataset split used for algorithm development and diagnosis according to pathology report. HNSCC: head and neck squamous cell carcinoma, NSCLC: non-small cell lung cancer, TNBC: triple-negative breast cancer, GC: gastric cancer, TNM: tumor-node-metastasis staging.
| ID | Dataset |
Diagnosis (according to pathology report) | TNM | CD3+ cells |
|||
|---|---|---|---|---|---|---|---|
| Train | Valid | Test | [#] | [%] | |||
| HNSCC_01 | • | Sqamous cell carcinoma | III | 16 | 0.02 | ||
| HNSCC_02 | • | Sqamous cell carcinoma, larynx | IIIA | 1010 | 0.51 | ||
| HNSCC_03 | • | Sqamous cell carcinoma, pharynx | III | 54 | 0.06 | ||
| HNSCC_04 | • | Sqamous cell carcinoma | III | 89 | 0.07 | ||
| HNSCC_05 | • | Sqamous cell carcinoma | II | 227 | 0.25 | ||
| HNSCC_06 | • | Sqamous cell carcinoma, larynx | III | 397 | 0.23 | ||
| HNSCC_07 | • | Sqamous cell carcinoma, pharynx | III | 365 | 0.22 | ||
| HNSCC_08 | • | Sqamous cell carcinoma, pharynx | IV | 60 | 0.06 | ||
| HNSCC_09 | • | Sqamous cell carcinoma, larynx | III | 186 | 0.12 | ||
| HNSCC_10 | • | Sqamous cell carcinoma, larynx | IIIB | 190 | 0.11 | ||
| HNSCC_11 | • | Sqamous cell carcinoma, larynx | I | 392 | 0.22 | ||
| HNSCC_12 | • | Sqamous cell carcinoma, larynx | IIIA | 397 | 0.30 | ||
| HNSCC_13 | • | Sqamous cell carcinoma, larynx | II | 125 | 0.12 | ||
| HNSCC_14 | • | Sqamous cell carcinoma, larynx | II | 563 | 0.44 | ||
| HNSCC_15 | • | Sqamous cell carcinoma, larynx | II | 144 | 0.12 | ||
| HNSCC_16 | • | Sqamous cell carcinoma, tongue | 236 | 0.19 | |||
| HNSCC_17 | • | Sqamous cell carcinoma, tongue | 284 | 0.16 | |||
| HNSCC_18 | • | Sqamous cell carcinoma, oropharynx | 76 | 0.05 | |||
| HNSCC_19 | • | Sqamous cell carcinoma, larynx | 251 | 0.18 | |||
| HNSCC_20 | • | Sqamous cell carcinoma, glottis | 291 | 0.14 | |||
| HNSCC_21 | • | Sqamous cell carcinoma, epiglottis | 533 | 0.22 | |||
| HNSCC_22 | • | Sqamous cell carcinoma, larynx | 133 | 0.10 | |||
| HNSCC_23 | • | Sqamous cell carcinoma, larynx | III | 151 | 0.11 | ||
| HNSCC_24 | • | Sqamous cell carcinoma, tongue | IIIB | 91 | 0.09 | ||
| HNSCC_25 | • | Sqamous cell carcinoma, larynx | 217 | 0.11 | |||
| HNSCC_26 | • | Sqamous cell carcinoma, larynx | 149 | 0.14 | |||
| HNSCC_27 | • | Sqamous cell carcinoma, larynx | 497 | 0.27 | |||
| HNSCC_28 | • | Sqamous cell carcinoma | IV | 246 | 0.25 | ||
| HNSCC_29 | • | Sqamous cell carcinoma, larynx | I | 156 | 0.09 | ||
| HNSCC_30 | • | Sqamous cell carcinoma, larynx | II | 529 | 0.29 | ||
| HNSCC_31 | • | Sqamous cell carcinoma, glottis | 581 | 0.29 | |||
| HNSCC_32 | • | Sqamous cell carcinoma, larynx | 392 | 0.28 | |||
| NSCLC_01 | • | Squamous cell carcinoma, invasive | IV | 26 | 0.02 | ||
| NSCLC_02 | • | Adenocarcinoma, invasive | IV | 341 | 0.25 | ||
| NSCLC_03 | • | Squamous cell carcinoma, invasive | IV | 132 | 0.14 | ||
| NSCLC_04 | • | Squamous cell carcinoma, invasive | IIIB | 160 | 0.07 | ||
| NSCLC_05 | • | Squamous cell carcinoma, invasive | IIIB | 197 | 0.10 | ||
| NSCLC_06 | • | Squamous cell carcinoma, invasive | IIIA | 302 | 0.17 | ||
| NSCLC_07 | • | Squamous cell carcinoma, invasive | IV | 96 | 0.10 | ||
| NSCLC_08 | • | Squamous cell carcinoma, invasive | IV | 200 | 0.15 | ||
| NSCLC_09 | • | Squamous cell carcinoma | IIA | 184 | 0.14 | ||
| NSCLC_10 | • | Adenocarcinoma, micropapillary | IIIA | 54 | 0.04 | ||
| NSCLC_11 | • | Squamous cell carcinoma, invasive | IIIC | 275 | 0.24 | ||
| NSCLC_12 | • | Squamous cell carcinoma, invasive | IIIB | 169 | 0.06 | ||
| NSCLC_13 | • | Squamous cell carcinoma, invasive | IV | 181 | 0.13 | ||
| NSCLC_14 | • | Squamous cell carcinoma, invasive | IIIB | 77 | 0.11 | ||
| NSCLC_15 | • | Adenocarcinoma | IIIA | 168 | 0.09 | ||
| NSCLC_16 | • | Adenocarcinoma, solid predominant | IIIB | 870 | 0.38 | ||
| NSCLC_17 | • | Adenocarcinoma, acinar predominant | IIIB | 180 | 0.17 | ||
| NSCLC_18 | • | Squamous cell carcinoma, invasive | IIIB | 106 | 0.06 | ||
| NSCLC_19 | • | Squamous cell carcinoma, invasive | IIIB | 457 | 0.29 | ||
| NSCLC_20 | • | Squamous cell carcinoma | IIB | 133 | 0.13 | ||
| TNBC_01 | • | Invasive carcinoma | IIIA | 177 | 0.10 | ||
| TNBC_02 | • | Invasive carcinoma | IIIB | 521 | 0.32 | ||
| TNBC_03 | • | Invasive carcinoma | IIIA | 172 | 0.10 | ||
| TNBC_04 | • | Invasive carcinoma | IIIA | 191 | 0.20 | ||
| TNBC_05 | • | Invasive carcinoma | IIIA | 97 | 0.09 | ||
| TNBC_06 | • | Invasive carcinoma | IIIA | 145 | 0.07 | ||
| TNBC_07 | • | Invasive carcinoma | IIIA | 324 | 0.33 | ||
| TNBC_08 | • | Invasive carcinoma | IIIB | 37 | 0.03 | ||
| TNBC_09 | • | Invasive carcinoma | IIIA | 149 | 0.15 | ||
| TNBC_10 | • | Invasive carcinoma | IIIA | 258 | 0.17 | ||
| TNBC_11 | • | Invasive carcinoma | IIIA | 734 | 0.40 | ||
| TNBC_12 | • | Invasive carcinoma | IIIB | 155 | 0.10 | ||
| TNBC_13 | • | Invasive carcinoma | IIIB | 384 | 0.30 | ||
| TNBC_14 | • | Invasive carcinoma | IIIB | 638 | 0.40 | ||
| TNBC_15 | • | Invasive carcinoma | IIIA | 276 | 0.19 | ||
| TNBC_16 | • | Invasive carcinoma | IIIA | 126 | 0.11 | ||
| TNBC_17 | • | Invasive carcinoma | IIIA | 61 | 0.04 | ||
| TNBC_18 | • | Invasive carcinoma | IIIA | 293 | 0.17 | ||
| TNBC_19 | • | Invasive carcinoma | IIIA | 383 | 0.21 | ||
| TNBC_20 | • | Invasive carcinoma | IIIA | 115 | 0.10 | ||
| GC_01 | • | Adenocarcinoma, intestinal-diffuse | IIB | 241 | 0.21 | ||
| GC_02 | • | Adenocarcinoma, intestinal-solid | IIIB | 155 | 0.18 | ||
| GC_03 | • | Adenocarcinoma, intestinal-solid | IIIA | 261 | 0.27 | ||
| GC_04 | • | Adenocarcinoma, intestinal | IIIA | 86 | 0.10 | ||
| GC_05 | • | Adenocarcinoma, intestinal | IIB | 226 | 0.18 | ||
| GC_06 | • | Adenocarcinoma, intestinal | IIA | 113 | 0.11 | ||
| GC_07 | • | Adenocarcinoma, intestinal | 190 | 0.13 | |||
| GC_08 | • | Adenocarcinoma, intestinal | 64 | 0.04 | |||
| GC_09 | • | Adenocarcinoma, intestinal | 319 | 0.17 | |||
| GC_10 | • | Adenocarcinoma, solid | 184 | 0.15 | |||
| GC_11 | • | Adenocarcinoma, intestinal-solid | IIIA | 187 | 0.18 | ||
| GC_12 | • | Adenocarcinoma, diffuse | IIIB | 254 | 0.22 | ||
| GC_13 | • | Adenocarcinoma, intestinal-mucinous | IIA | 247 | 0.17 | ||
| GC_14 | • | Adenocarcinoma, intestinal-solid | IIA | 81 | 0.07 | ||
| GC_15 | • | Adenocarcinoma, intestinal-solid | I | 476 | 0.34 | ||
| GC_16 | • | Adenocarcinoma, intestinal | IIIC | 26 | 0.03 | ||
| GC_17 | • | Adenocarcinoma, intestinal-solid | IIIB | 68 | 0.06 | ||
| GC_18 | • | Adenocarcinoma, intestinal | IIIA | 219 | 0.16 | ||
| GC_19 | • | Adenocarcinoma, intestinal | IIB | 107 | 0.08 | ||
| GC_20 | • | Adenocarcinoma, intestinal | IIB | 125 | 0.10 | ||