Datasets:

Modalities:
Tabular
Text
Formats:
parquet
License:
aprilchia commited on
Commit
cba58c7
·
verified ·
1 Parent(s): efc49c6

Upload dataset

Browse files
README.md CHANGED
@@ -20,6 +20,10 @@ configs:
20
  data_files:
21
  - split: part1_train
22
  path: part1_train/*.parquet
 
 
 
 
23
  - config_name: part2_train
24
  data_files:
25
  - split: part2_train
@@ -767,6 +771,256 @@ dataset_info:
767
  num_examples: 67085
768
  download_size: 1322107
769
  dataset_size: 31128936
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
770
  - config_name: part2_train
771
  features:
772
  - name: gender
 
20
  data_files:
21
  - split: part1_train
22
  path: part1_train/*.parquet
23
+ - config_name: part2_test
24
+ data_files:
25
+ - split: part2_test
26
+ path: part2_test/part2_test-*
27
  - config_name: part2_train
28
  data_files:
29
  - split: part2_train
 
771
  num_examples: 67085
772
  download_size: 1322107
773
  dataset_size: 31128936
774
+ - config_name: part2_test
775
+ features:
776
+ - name: gender
777
+ dtype: int64
778
+ - name: anchor_age
779
+ dtype: float64
780
+ - name: height
781
+ dtype: float64
782
+ - name: weight
783
+ dtype: float64
784
+ - name: height_missing
785
+ dtype: int64
786
+ - name: weight_missing
787
+ dtype: int64
788
+ - name: acuity
789
+ dtype: float64
790
+ - name: recon_ace_inhibitor
791
+ dtype: uint8
792
+ - name: recon_analgesic___nsaid
793
+ dtype: uint8
794
+ - name: recon_analgesic___opioid_nsaid
795
+ dtype: uint8
796
+ - name: recon_antiarrhythmic
797
+ dtype: uint8
798
+ - name: recon_antibiotic
799
+ dtype: uint8
800
+ - name: recon_anticoagulant
801
+ dtype: uint8
802
+ - name: recon_anticonvulsant
803
+ dtype: uint8
804
+ - name: recon_antiemetic
805
+ dtype: uint8
806
+ - name: recon_antiplatelet
807
+ dtype: uint8
808
+ - name: recon_antipsychotic
809
+ dtype: uint8
810
+ - name: recon_benzodiazepine___sedative_anxiolytic
811
+ dtype: uint8
812
+ - name: recon_beta_blocker
813
+ dtype: uint8
814
+ - name: recon_bronchodilator
815
+ dtype: uint8
816
+ - name: recon_calcium_channel_blocker
817
+ dtype: uint8
818
+ - name: recon_corticosteroid
819
+ dtype: uint8
820
+ - name: recon_diuretic
821
+ dtype: uint8
822
+ - name: recon_gi___acid_suppression
823
+ dtype: uint8
824
+ - name: recon_insulin_glucose
825
+ dtype: uint8
826
+ - name: recon_nitrate
827
+ dtype: uint8
828
+ - name: cc_abdominal_pain
829
+ dtype: int64
830
+ - name: cc_altered_mental_status
831
+ dtype: int64
832
+ - name: cc_back_pain
833
+ dtype: int64
834
+ - name: cc_bleeding
835
+ dtype: int64
836
+ - name: cc_chest_pain
837
+ dtype: int64
838
+ - name: cc_dyspnea
839
+ dtype: int64
840
+ - name: cc_fall
841
+ dtype: int64
842
+ - name: cc_fever
843
+ dtype: int64
844
+ - name: cc_headache
845
+ dtype: int64
846
+ - name: cc_leg_complaint
847
+ dtype: int64
848
+ - name: cc_nausea_vomiting
849
+ dtype: int64
850
+ - name: cc_other
851
+ dtype: int64
852
+ - name: cc_pain_other
853
+ dtype: int64
854
+ - name: cc_palpitations
855
+ dtype: int64
856
+ - name: cc_psychiatric_overdose
857
+ dtype: int64
858
+ - name: cc_seizure
859
+ dtype: int64
860
+ - name: cc_stroke_like
861
+ dtype: int64
862
+ - name: cc_syncope
863
+ dtype: int64
864
+ - name: cc_trauma
865
+ dtype: int64
866
+ - name: cc_urinary
867
+ dtype: int64
868
+ - name: cc_weakness_fatigue
869
+ dtype: int64
870
+ - name: arrival_transport_AMBULANCE
871
+ dtype: int64
872
+ - name: arrival_transport_HELICOPTER
873
+ dtype: int64
874
+ - name: arrival_transport_OTHER
875
+ dtype: int64
876
+ - name: arrival_transport_UNKNOWN
877
+ dtype: int64
878
+ - name: arrival_transport_WALK IN
879
+ dtype: int64
880
+ - name: admission_type_AMBULATORY OBSERVATION
881
+ dtype: int64
882
+ - name: admission_type_DIRECT EMER.
883
+ dtype: int64
884
+ - name: admission_type_DIRECT OBSERVATION
885
+ dtype: int64
886
+ - name: admission_type_ELECTIVE
887
+ dtype: int64
888
+ - name: admission_type_EU OBSERVATION
889
+ dtype: int64
890
+ - name: admission_type_EW EMER.
891
+ dtype: int64
892
+ - name: admission_type_OBSERVATION ADMIT
893
+ dtype: int64
894
+ - name: admission_type_SURGICAL SAME DAY ADMISSION
895
+ dtype: int64
896
+ - name: admission_type_URGENT
897
+ dtype: int64
898
+ - name: admission_missing
899
+ dtype: int64
900
+ - name: current_temperature
901
+ dtype: float64
902
+ - name: current_heartrate
903
+ dtype: float64
904
+ - name: current_resprate
905
+ dtype: float64
906
+ - name: current_o2sat
907
+ dtype: float64
908
+ - name: current_sbp
909
+ dtype: float64
910
+ - name: current_dbp
911
+ dtype: float64
912
+ - name: current_pain
913
+ dtype: float64
914
+ - name: current_pulse_pressure
915
+ dtype: float64
916
+ - name: current_map
917
+ dtype: float64
918
+ - name: current_temperature_cummax
919
+ dtype: float64
920
+ - name: current_heartrate_cummax
921
+ dtype: float64
922
+ - name: current_resprate_cummax
923
+ dtype: float64
924
+ - name: current_o2sat_cummax
925
+ dtype: float64
926
+ - name: current_sbp_cummax
927
+ dtype: float64
928
+ - name: current_dbp_cummax
929
+ dtype: float64
930
+ - name: current_pain_cummax
931
+ dtype: float64
932
+ - name: current_pulse_pressure_cummax
933
+ dtype: float64
934
+ - name: current_map_cummax
935
+ dtype: float64
936
+ - name: current_temperature_cummin
937
+ dtype: float64
938
+ - name: current_heartrate_cummin
939
+ dtype: float64
940
+ - name: current_resprate_cummin
941
+ dtype: float64
942
+ - name: current_o2sat_cummin
943
+ dtype: float64
944
+ - name: current_sbp_cummin
945
+ dtype: float64
946
+ - name: current_dbp_cummin
947
+ dtype: float64
948
+ - name: current_pain_cummin
949
+ dtype: float64
950
+ - name: current_pulse_pressure_cummin
951
+ dtype: float64
952
+ - name: current_map_cummin
953
+ dtype: float64
954
+ - name: current_temperature_cummean
955
+ dtype: float64
956
+ - name: current_heartrate_cummean
957
+ dtype: float64
958
+ - name: current_resprate_cummean
959
+ dtype: float64
960
+ - name: current_o2sat_cummean
961
+ dtype: float64
962
+ - name: current_sbp_cummean
963
+ dtype: float64
964
+ - name: current_dbp_cummean
965
+ dtype: float64
966
+ - name: current_pain_cummean
967
+ dtype: float64
968
+ - name: current_pulse_pressure_cummean
969
+ dtype: float64
970
+ - name: current_map_cummean
971
+ dtype: float64
972
+ - name: Chemistry-Blood
973
+ dtype: float64
974
+ - name: Hematology-Blood
975
+ dtype: float64
976
+ - name: Hematology-Urine
977
+ dtype: float64
978
+ - name: Blood Gas-Blood
979
+ dtype: float64
980
+ - name: Chemistry-Urine
981
+ dtype: float64
982
+ - name: Chemistry-Other Body Fluid
983
+ dtype: float64
984
+ - name: Hematology-Cerebrospinal Fluid
985
+ dtype: float64
986
+ - name: Chemistry-Cerebrospinal Fluid
987
+ dtype: float64
988
+ - name: Hematology-Ascites
989
+ dtype: float64
990
+ - name: Chemistry-Ascites
991
+ dtype: float64
992
+ - name: Chemistry-Pleural
993
+ dtype: float64
994
+ - name: Hematology-Pleural
995
+ dtype: float64
996
+ - name: Hematology-Joint Fluid
997
+ dtype: float64
998
+ - name: Chemistry-Stool
999
+ dtype: float64
1000
+ - name: Hematology-Other Body Fluid
1001
+ dtype: float64
1002
+ - name: Blood Gas-Other Body Fluid
1003
+ dtype: float64
1004
+ - name: Hematology-Bone Marrow
1005
+ dtype: float64
1006
+ - name: Hematology-Stool
1007
+ dtype: float64
1008
+ - name: Chemistry-Joint Fluid
1009
+ dtype: float64
1010
+ - name: minutes_into_stay
1011
+ dtype: float64
1012
+ - name: time_since_last_hrs
1013
+ dtype: float64
1014
+ - name: escalation_needed
1015
+ dtype: int64
1016
+ - name: ed_stay_id
1017
+ dtype: int64
1018
+ splits:
1019
+ - name: part2_test
1020
+ num_bytes: 114228000
1021
+ num_examples: 136800
1022
+ download_size: 6099965
1023
+ dataset_size: 114228000
1024
  - config_name: part2_train
1025
  features:
1026
  - name: gender
part2_test/part2_test-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:811ba710e9b032abe6adc11e102df69d73d25d43daac5786333770b5af1b5d23
3
+ size 6099965