oncogpt_unified / README.md
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Upload unified registry dataset
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metadata
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