| --- |
| dataset_info: |
| config_name: registry |
| features: |
| - name: sample_id |
| dtype: large_string |
| - name: source |
| dtype: large_string |
| - name: patient_id |
| dtype: large_string |
| - name: study_id |
| dtype: large_string |
| - name: split |
| dtype: large_string |
| - name: genomics_rna_bulk_paths |
| list: 'null' |
| - name: genomics_rna_bulk_feature_path |
| dtype: large_string |
| - name: genomics_dna_methylation_paths |
| list: 'null' |
| - name: genomics_dna_methylation_feature_path |
| dtype: large_string |
| - name: genomics_cnv_paths |
| list: 'null' |
| - name: genomics_cnv_feature_path |
| dtype: large_string |
| - name: pathology_wsi_paths |
| list: string |
| - name: radiology_image_paths |
| list: string |
| - name: pathology_mask_paths |
| list: 'null' |
| - name: pathology_segmentation_slide_image_paths |
| list: 'null' |
| - name: pathology_segmentation_overlay_paths |
| list: 'null' |
| - name: pathology_segmentation_metadata_paths |
| list: 'null' |
| - name: radiology_mask_paths |
| list: 'null' |
| - name: pathology_tile_embedding_paths |
| list: 'null' |
| - name: pathology_slide_embedding_paths |
| list: 'null' |
| - name: radiology_embedding_paths |
| list: 'null' |
| - name: biomarkers_text |
| dtype: large_string |
| - name: question |
| dtype: large_string |
| - name: answer |
| dtype: large_string |
| - name: split_group_id |
| dtype: large_string |
| - name: split_scheme_version |
| dtype: large_string |
| - name: project_id |
| dtype: large_string |
| - name: primary_site |
| dtype: large_string |
| - name: disease_type |
| dtype: large_string |
| - name: primary_diagnosis |
| dtype: large_string |
| - name: tumor_grade |
| dtype: large_string |
| - name: tumor_stage |
| dtype: large_string |
| - name: ajcc_pathologic_stage |
| dtype: large_string |
| - name: ajcc_pathologic_t |
| dtype: large_string |
| - name: ajcc_pathologic_n |
| dtype: large_string |
| - name: ajcc_pathologic_m |
| dtype: large_string |
| - name: age_at_diagnosis |
| dtype: large_string |
| - name: morphology |
| dtype: large_string |
| - name: last_known_disease_status |
| dtype: large_string |
| - name: days_to_last_known_disease_status |
| dtype: large_string |
| - name: days_to_recurrence |
| dtype: large_string |
| - name: vital_status |
| dtype: large_string |
| - name: days_to_last_follow_up |
| dtype: large_string |
| - name: days_to_death |
| dtype: large_string |
| - name: gender |
| dtype: large_string |
| - name: race |
| dtype: large_string |
| - name: ethnicity |
| dtype: large_string |
| - name: year_of_birth |
| dtype: large_string |
| - name: kidney_histology_subtype |
| dtype: large_string |
| - name: task_grade_label |
| dtype: large_string |
| - name: task_stage_label |
| dtype: large_string |
| - name: task_survival_event |
| dtype: bool |
| - name: task_survival_days |
| dtype: float64 |
| - name: mutation_ssm_ids |
| list: 'null' |
| - name: mutation_types |
| list: 'null' |
| - name: mutation_consequence_terms |
| list: 'null' |
| - name: mutated_gene_symbols |
| list: 'null' |
| - name: mutation_query_succeeded |
| dtype: bool |
| - name: mutation_panel_version |
| dtype: large_string |
| - name: mutation_panel_observed |
| dtype: bool |
| - name: mutation_event_count |
| dtype: int64 |
| - name: mutation_unique_gene_count |
| dtype: int64 |
| - name: project_driver_gene_mutations |
| list: 'null' |
| - name: pathology_file_ids |
| list: string |
| - name: tcia_collections |
| list: string |
| - name: tcia_study_uids |
| list: string |
| - name: tcia_series_uids |
| list: string |
| - name: tcia_modalities |
| list: string |
| - name: tcia_body_parts |
| list: string |
| - name: tcia_study_dates |
| list: string |
| - name: tcia_study_descriptions |
| list: string |
| - name: tcia_series_descriptions |
| list: string |
| - name: radiology_uri_paths |
| list: string |
| - name: radiology_download_paths |
| list: 'null' |
| - name: report_pdf_paths |
| list: string |
| - name: report_file_ids |
| list: string |
| - name: report_file_names |
| list: string |
| - name: has_pathology |
| dtype: bool |
| - name: has_radiology |
| dtype: bool |
| - name: mutation_ajuba |
| dtype: bool |
| - name: mutation_akt1 |
| dtype: bool |
| - name: mutation_apc |
| dtype: bool |
| - name: mutation_arid1a |
| dtype: bool |
| - name: mutation_arid2 |
| dtype: bool |
| - name: mutation_atm |
| dtype: bool |
| - name: mutation_atrx |
| dtype: bool |
| - name: mutation_bap1 |
| dtype: bool |
| - name: mutation_bcor |
| dtype: bool |
| - name: mutation_braf |
| dtype: bool |
| - name: mutation_casp8 |
| dtype: bool |
| - name: mutation_cd79b |
| dtype: bool |
| - name: mutation_cdh1 |
| dtype: bool |
| - name: mutation_cdkn2a |
| dtype: bool |
| - name: mutation_cftr |
| dtype: bool |
| - name: mutation_cic |
| dtype: bool |
| - name: mutation_cnbd1 |
| dtype: bool |
| - name: mutation_col5a1 |
| dtype: bool |
| - name: mutation_ctcf |
| dtype: bool |
| - name: mutation_ctnnb1 |
| dtype: bool |
| - name: mutation_ctnnd1 |
| dtype: bool |
| - name: mutation_cul3 |
| dtype: bool |
| - name: mutation_dyrk1a |
| dtype: bool |
| - name: mutation_egfr |
| dtype: bool |
| - name: mutation_eif1ax |
| dtype: bool |
| - name: mutation_ep300 |
| dtype: bool |
| - name: mutation_epas1 |
| dtype: bool |
| - name: mutation_erbb2 |
| dtype: bool |
| - name: mutation_fbxw7 |
| dtype: bool |
| - name: mutation_fgfr3 |
| dtype: bool |
| - name: mutation_flna |
| dtype: bool |
| - name: mutation_foxa1 |
| dtype: bool |
| - name: mutation_fubp1 |
| dtype: bool |
| - name: mutation_gna11 |
| dtype: bool |
| - name: mutation_gnaq |
| dtype: bool |
| - name: mutation_gnas |
| dtype: bool |
| - name: mutation_gtf2i |
| dtype: bool |
| - name: mutation_hla-b |
| dtype: bool |
| - name: mutation_hras |
| dtype: bool |
| - name: mutation_idh1 |
| dtype: bool |
| - name: mutation_idh2 |
| dtype: bool |
| - name: mutation_kansl1 |
| dtype: bool |
| - name: mutation_kcnq5 |
| dtype: bool |
| - name: mutation_kdm5c |
| dtype: bool |
| - name: mutation_kdm6a |
| dtype: bool |
| - name: mutation_kif1a |
| dtype: bool |
| - name: mutation_kit |
| dtype: bool |
| - name: mutation_kmt2b |
| dtype: bool |
| - name: mutation_kmt2c |
| dtype: bool |
| - name: mutation_kmt2d |
| dtype: bool |
| - name: mutation_kras |
| dtype: bool |
| - name: mutation_lats1 |
| dtype: bool |
| - name: mutation_map2k1 |
| dtype: bool |
| - name: mutation_map2k4 |
| dtype: bool |
| - name: mutation_map3k1 |
| dtype: bool |
| - name: mutation_max |
| dtype: bool |
| - name: mutation_mtor |
| dtype: bool |
| - name: mutation_myd88 |
| dtype: bool |
| - name: mutation_ncor1 |
| dtype: bool |
| - name: mutation_ndufs1 |
| dtype: bool |
| - name: mutation_nf1 |
| dtype: bool |
| - name: mutation_nf2 |
| dtype: bool |
| - name: mutation_notch1 |
| dtype: bool |
| - name: mutation_nras |
| dtype: bool |
| - name: mutation_nsd1 |
| dtype: bool |
| - name: mutation_nup93 |
| dtype: bool |
| - name: mutation_pbrm1 |
| dtype: bool |
| - name: mutation_pds5b |
| dtype: bool |
| - name: mutation_pik3ca |
| dtype: bool |
| - name: mutation_pik3r1 |
| dtype: bool |
| - name: mutation_pim1 |
| dtype: bool |
| - name: mutation_pten |
| dtype: bool |
| - name: mutation_rb1 |
| dtype: bool |
| - name: mutation_rbm10 |
| dtype: bool |
| - name: mutation_ret |
| dtype: bool |
| - name: mutation_rps6ka3 |
| dtype: bool |
| - name: mutation_rras2 |
| dtype: bool |
| - name: mutation_runx1 |
| dtype: bool |
| - name: mutation_rxra |
| dtype: bool |
| - name: mutation_scaf4 |
| dtype: bool |
| - name: mutation_setd2 |
| dtype: bool |
| - name: mutation_sf3b1 |
| dtype: bool |
| - name: mutation_smad4 |
| dtype: bool |
| - name: mutation_smc1a |
| dtype: bool |
| - name: mutation_spop |
| dtype: bool |
| - name: mutation_stag2 |
| dtype: bool |
| - name: mutation_stk11 |
| dtype: bool |
| - name: mutation_tp53 |
| dtype: bool |
| - name: mutation_tsc1 |
| dtype: bool |
| - name: mutation_vhl |
| dtype: bool |
| splits: |
| - name: train |
| num_bytes: 18826491 |
| num_examples: 9712 |
| - name: val |
| num_bytes: 1106853 |
| num_examples: 577 |
| - name: test |
| num_bytes: 2116939 |
| num_examples: 1139 |
| download_size: 6571233 |
| dataset_size: 22050283 |
| configs: |
| - config_name: registry |
| data_files: |
| - split: train |
| path: registry/train-* |
| - split: val |
| path: registry/val-* |
| - split: test |
| path: registry/test-* |
| default: true |
| --- |
| |
