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README.md

@@ -1,4 +1,4 @@
----
- config_name: full_patient_state
  data_files:
  - split: full_patient_state
    path: full_patient_state/*.parquet
---
---
  config_name: full_patient_state
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: time
    dtype: timestamp[us]
  - name: Chemistry-Blood
    dtype: float64
  - name: Hematology-Blood
    dtype: float64
  - name: Hematology-Urine
    dtype: float64
  - name: Blood Gas-Blood
    dtype: float64
  - name: Chemistry-Urine
    dtype: float64
  - name: Chemistry-Other Body Fluid
    dtype: float64
  - name: Hematology-Cerebrospinal Fluid
    dtype: float64
  - name: Chemistry-Cerebrospinal Fluid
    dtype: float64
  - name: Hematology-Ascites
    dtype: float64
  - name: Chemistry-Ascites
    dtype: float64
  - name: Chemistry-Pleural
    dtype: float64
  - name: Hematology-Pleural
    dtype: float64
  - name: Hematology-Joint Fluid
    dtype: float64
  - name: Chemistry-Stool
    dtype: float64
  - name: Hematology-Other Body Fluid
    dtype: float64
  - name: Blood Gas-Other Body Fluid
    dtype: float64
  - name: Hematology-Bone Marrow
    dtype: float64
  - name: Hematology-Stool
    dtype: float64
  - name: Chemistry-Joint Fluid
    dtype: float64
  - name: labs_ordered
    dtype: int64
  - name: URINE
    dtype: float64
  - name: Rapid Respiratory Viral Screen & Culture
    dtype: float64
  - name: PERITONEAL FLUID
    dtype: float64
  - name: BLOOD CULTURE
    dtype: float64
  - name: STOOL
    dtype: float64
  - name: OTHER
    dtype: float64
  - name: PLEURAL FLUID
    dtype: float64
  - name: TISSUE
    dtype: float64
  - name: SEROLOGY/BLOOD
    dtype: float64
  - name: IMMUNOLOGY
    dtype: float64
  - name: MRSA SCREEN
    dtype: float64
  - name: SWAB
    dtype: float64
  - name: JOINT FLUID
    dtype: float64
  - name: SPUTUM
    dtype: float64
  - name: FLUID,OTHER
    dtype: float64
  - name: ABSCESS
    dtype: float64
  - name: BRONCHOALVEOLAR LAVAGE
    dtype: float64
  - name: CSF;SPINAL FLUID
    dtype: float64
  - name: Blood (CMV AB)
    dtype: float64
  - name: Blood (EBV)
    dtype: float64
  - name: BILE
    dtype: float64
  - name: micro_ordered
    dtype: int64
  - name: Other
    dtype: float64
  - name: Analgesic - Opioid/NSAID
    dtype: float64
  - name: Antiemetic
    dtype: float64
  - name: Analgesic - Acetaminophen
    dtype: float64
  - name: Antibiotic
    dtype: float64
  - name: Benzodiazepine - Sedative/Anxiolytic
    dtype: float64
  - name: Analgesic - NSAID
    dtype: float64
  - name: Bronchodilator
    dtype: float64
  - name: Antiplatelet
    dtype: float64
  - name: GI - Acid Suppression
    dtype: float64
  - name: Corticosteroid
    dtype: float64
  - name: Beta Blocker
    dtype: float64
  - name: Diuretic
    dtype: float64
  - name: Antipsychotic
    dtype: float64
  - name: Anticoagulant
    dtype: float64
  - name: Insulin/Glucose
    dtype: float64
  - name: Calcium Channel Blocker
    dtype: float64
  - name: Nitrate
    dtype: float64
  - name: ACE Inhibitor
    dtype: float64
  - name: IV Fluid
    dtype: float64
  - name: Anticonvulsant
    dtype: float64
  - name: Antiarrhythmic
    dtype: float64
  - name: weight
    dtype: float64
  - name: ecg_status
    dtype: float64
  - name: rad_status
    dtype: float64
  - name: in_ed
    dtype: int64
  - name: in_ward
    dtype: int64
  - name: ed_boarding
    dtype: int64
  - name: terminal_event
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: arrival_transport
    dtype: large_string
  - name: acuity
    dtype: decimal128(10, 9)
  - name: height
    dtype: float64
  - name: recon_ace_inhibitor
    dtype: uint8
  - name: recon_analgesic___nsaid
    dtype: uint8
  - name: recon_analgesic___opioid_nsaid
    dtype: uint8
  - name: recon_antiarrhythmic
    dtype: uint8
  - name: recon_antibiotic
    dtype: uint8
  - name: recon_anticoagulant
    dtype: uint8
  - name: recon_anticonvulsant
    dtype: uint8
  - name: recon_antiemetic
    dtype: uint8
  - name: recon_antiplatelet
    dtype: uint8
  - name: recon_antipsychotic
    dtype: uint8
  - name: recon_benzodiazepine___sedative_anxiolytic
    dtype: uint8
  - name: recon_beta_blocker
    dtype: uint8
  - name: recon_bronchodilator
    dtype: uint8
  - name: recon_calcium_channel_blocker
    dtype: uint8
  - name: recon_corticosteroid
    dtype: uint8
  - name: recon_diuretic
    dtype: uint8
  - name: recon_gi___acid_suppression
    dtype: uint8
  - name: recon_insulin_glucose
    dtype: uint8
  - name: recon_nitrate
    dtype: uint8
  - name: admission_type
    dtype: large_string
  - name: vitals_checked
    dtype: float64
  - name: current_temperature
    dtype: float64
  - name: current_heartrate
    dtype: float64
  - name: current_resprate
    dtype: float64
  - name: current_o2sat
    dtype: float64
  - name: current_sbp
    dtype: float64
  - name: current_dbp
    dtype: float64
  - name: current_pain
    dtype: large_string
  - name: current_pulse_pressure
    dtype: float64
  - name: current_map
    dtype: float64
  - name: time_since_last_hrs
    dtype: float64
  - name: temperature_rolling2h
    dtype: float64
  - name: temperature_delta
    dtype: float64
  - name: temperature_rate
    dtype: float64
  - name: heartrate_rolling2h
    dtype: float64
  - name: heartrate_delta
    dtype: float64
  - name: heartrate_rate
    dtype: float64
  - name: resprate_rolling2h
    dtype: float64
  - name: resprate_delta
    dtype: float64
  - name: resprate_rate
    dtype: float64
  - name: o2sat_rolling2h
    dtype: float64
  - name: o2sat_delta
    dtype: float64
  - name: o2sat_rate
    dtype: float64
  - name: sbp_rolling2h
    dtype: float64
  - name: sbp_delta
    dtype: float64
  - name: sbp_rate
    dtype: float64
  - name: dbp_rolling2h
    dtype: float64
  - name: dbp_delta
    dtype: float64
  - name: dbp_rate
    dtype: float64
  - name: observe
    dtype: int64
  splits:
  - name: full_patient_state
    num_bytes: 6238206732
    num_examples: 6551723
  download_size: 105921848
  dataset_size: 6238206732
- config_name: full_patient_state
  data_files:
  - split: full_patient_state
    path: full_patient_state/full_patient_state-*
---
---
+---
  config_name: full_patient_state
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: time
    dtype: timestamp[us]
  - name: Chemistry-Blood
    dtype: float64
  - name: Hematology-Blood
    dtype: float64
  - name: Hematology-Urine
    dtype: float64
  - name: Blood Gas-Blood
    dtype: float64
  - name: Chemistry-Urine
    dtype: float64
  - name: Chemistry-Other Body Fluid
    dtype: float64
  - name: Hematology-Cerebrospinal Fluid
    dtype: float64
  - name: Chemistry-Cerebrospinal Fluid
    dtype: float64
  - name: Hematology-Ascites
    dtype: float64
  - name: Chemistry-Ascites
    dtype: float64
  - name: Chemistry-Pleural
    dtype: float64
  - name: Hematology-Pleural
    dtype: float64
  - name: Hematology-Joint Fluid
    dtype: float64
  - name: Chemistry-Stool
    dtype: float64
  - name: Hematology-Other Body Fluid
    dtype: float64
  - name: Blood Gas-Other Body Fluid
    dtype: float64
  - name: Hematology-Bone Marrow
    dtype: float64
  - name: Hematology-Stool
    dtype: float64
  - name: Chemistry-Joint Fluid
    dtype: float64
  - name: URINE
    dtype: float64
  - name: Rapid Respiratory Viral Screen & Culture
    dtype: float64
  - name: PERITONEAL FLUID
    dtype: float64
  - name: BLOOD CULTURE
    dtype: float64
  - name: STOOL
    dtype: float64
  - name: OTHER
    dtype: float64
  - name: PLEURAL FLUID
    dtype: float64
  - name: TISSUE
    dtype: float64
  - name: SEROLOGY/BLOOD
    dtype: float64
  - name: IMMUNOLOGY
    dtype: float64
  - name: MRSA SCREEN
    dtype: float64
  - name: SWAB
    dtype: float64
  - name: JOINT FLUID
    dtype: float64
  - name: SPUTUM
    dtype: float64
  - name: FLUID,OTHER
    dtype: float64
  - name: ABSCESS
    dtype: float64
  - name: BRONCHOALVEOLAR LAVAGE
    dtype: float64
  - name: CSF;SPINAL FLUID
    dtype: float64
  - name: Blood (CMV AB)
    dtype: float64
  - name: Blood (EBV)
    dtype: float64
  - name: BILE
    dtype: float64
  - name: Other
    dtype: float64
  - name: Analgesic - Opioid/NSAID
    dtype: float64
  - name: Antiemetic
    dtype: float64
  - name: Analgesic - Acetaminophen
    dtype: float64
  - name: Antibiotic
    dtype: float64
  - name: Benzodiazepine - Sedative/Anxiolytic
    dtype: float64
  - name: Analgesic - NSAID
    dtype: float64
  - name: Bronchodilator
    dtype: float64
  - name: Antiplatelet
    dtype: float64
  - name: GI - Acid Suppression
    dtype: float64
  - name: Corticosteroid
    dtype: float64
  - name: Beta Blocker
    dtype: float64
  - name: Diuretic
    dtype: float64
  - name: Antipsychotic
    dtype: float64
  - name: Anticoagulant
    dtype: float64
  - name: Insulin/Glucose
    dtype: float64
  - name: Calcium Channel Blocker
    dtype: float64
  - name: Nitrate
    dtype: float64
  - name: ACE Inhibitor
    dtype: float64
  - name: IV Fluid
    dtype: float64
  - name: Anticonvulsant
    dtype: float64
  - name: Antiarrhythmic
    dtype: float64
  - name: weight
    dtype: float64
  - name: ecg_status
    dtype: float64
  - name: rad_status
    dtype: float64
  - name: in_ed
    dtype: int64
  - name: in_ward
    dtype: int64
  - name: ed_boarding
    dtype: int64
  - name: terminal_event
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: arrival_transport
    dtype: large_string
  - name: acuity
    dtype: decimal128(10, 9)
  - name: height
    dtype: float64
  - name: recon_ace_inhibitor
    dtype: uint8
  - name: recon_analgesic___nsaid
    dtype: uint8
  - name: recon_analgesic___opioid_nsaid
    dtype: uint8
  - name: recon_antiarrhythmic
    dtype: uint8
  - name: recon_antibiotic
    dtype: uint8
  - name: recon_anticoagulant
    dtype: uint8
  - name: recon_anticonvulsant
    dtype: uint8
  - name: recon_antiemetic
    dtype: uint8
  - name: recon_antiplatelet
    dtype: uint8
  - name: recon_antipsychotic
    dtype: uint8
  - name: recon_benzodiazepine___sedative_anxiolytic
    dtype: uint8
  - name: recon_beta_blocker
    dtype: uint8
  - name: recon_bronchodilator
    dtype: uint8
  - name: recon_calcium_channel_blocker
    dtype: uint8
  - name: recon_corticosteroid
    dtype: uint8
  - name: recon_diuretic
    dtype: uint8
  - name: recon_gi___acid_suppression
    dtype: uint8
  - name: recon_insulin_glucose
    dtype: uint8
  - name: recon_nitrate
    dtype: uint8
  - name: admission_type
    dtype: large_string
  - name: current_temperature
    dtype: float64
  - name: current_heartrate
    dtype: float64
  - name: current_resprate
    dtype: float64
  - name: current_o2sat
    dtype: float64
  - name: current_sbp
    dtype: float64
  - name: current_dbp
    dtype: float64
  - name: current_pain
    dtype: large_string
  - name: current_pulse_pressure
    dtype: float64
  - name: current_map
    dtype: float64
  - name: time_since_last_hrs
    dtype: float64
  - name: temperature_rolling2h
    dtype: float64
  - name: temperature_delta
    dtype: float64
  - name: temperature_rate
    dtype: float64
  - name: heartrate_rolling2h
    dtype: float64
  - name: heartrate_delta
    dtype: float64
  - name: heartrate_rate
    dtype: float64
  - name: resprate_rolling2h
    dtype: float64
  - name: resprate_delta
    dtype: float64
  - name: resprate_rate
    dtype: float64
  - name: o2sat_rolling2h
    dtype: float64
  - name: o2sat_delta
    dtype: float64
  - name: o2sat_rate
    dtype: float64
  - name: sbp_rolling2h
    dtype: float64
  - name: sbp_delta
    dtype: float64
  - name: sbp_rate
    dtype: float64
  - name: dbp_rolling2h
    dtype: float64
  - name: dbp_delta
    dtype: float64
  - name: dbp_rate
    dtype: float64
  - name: observe
    dtype: int64
  - name: dispense_meds
    dtype: int64
  - name: ward_transfer
    dtype: int64
  - name: discharge
    dtype: int64
  - name: transfer_icu
    dtype: int64
  - name: ecg_ordered
    dtype: int64
  - name: rad_ordered
    dtype: int64
  - name: vitals_checked
    dtype: float64
  - name: labs_ordered
    dtype: int64
  - name: micro_ordered
    dtype: int64
  splits:
  - name: full_patient_state
    num_bytes: 6552689436
    num_examples: 6551723
  download_size: 106740245
  dataset_size: 6552689436
- config_name: full_patient_state
  data_files:
  - split: full_patient_state
    path: full_patient_state/full_patient_state-*
---
---
- config_name: full_patient_state
  data_files:
  - split: full_patient_state
    path: full_patient_state/*.parquet
---
---
  config_name: full_patient_state
  features:
  - name: ed_stay_id
    dtype: int64
  - name: subject_id
    dtype: int64
  - name: hadm_id
    dtype: float64
  - name: time
    dtype: timestamp[us]
  - name: Chemistry-Blood
    dtype: float64
  - name: Hematology-Blood
    dtype: float64
  - name: Hematology-Urine
    dtype: float64
  - name: Blood Gas-Blood
    dtype: float64
  - name: Chemistry-Urine
    dtype: float64
  - name: Chemistry-Other Body Fluid
    dtype: float64
  - name: Hematology-Cerebrospinal Fluid
    dtype: float64
  - name: Chemistry-Cerebrospinal Fluid
    dtype: float64
  - name: Hematology-Ascites
    dtype: float64
  - name: Chemistry-Ascites
    dtype: float64
  - name: Chemistry-Pleural
    dtype: float64
  - name: Hematology-Pleural
    dtype: float64
  - name: Hematology-Joint Fluid
    dtype: float64
  - name: Chemistry-Stool
    dtype: float64
  - name: Hematology-Other Body Fluid
    dtype: float64
  - name: Blood Gas-Other Body Fluid
    dtype: float64
  - name: Hematology-Bone Marrow
    dtype: float64
  - name: Hematology-Stool
    dtype: float64
  - name: Chemistry-Joint Fluid
    dtype: float64
  - name: labs_ordered
    dtype: int64
  - name: URINE
    dtype: float64
  - name: Rapid Respiratory Viral Screen & Culture
    dtype: float64
  - name: PERITONEAL FLUID
    dtype: float64
  - name: BLOOD CULTURE
    dtype: float64
  - name: STOOL
    dtype: float64
  - name: OTHER
    dtype: float64
  - name: PLEURAL FLUID
    dtype: float64
  - name: TISSUE
    dtype: float64
  - name: SEROLOGY/BLOOD
    dtype: float64
  - name: IMMUNOLOGY
    dtype: float64
  - name: MRSA SCREEN
    dtype: float64
  - name: SWAB
    dtype: float64
  - name: JOINT FLUID
    dtype: float64
  - name: SPUTUM
    dtype: float64
  - name: FLUID,OTHER
    dtype: float64
  - name: ABSCESS
    dtype: float64
  - name: BRONCHOALVEOLAR LAVAGE
    dtype: float64
  - name: CSF;SPINAL FLUID
    dtype: float64
  - name: Blood (CMV AB)
    dtype: float64
  - name: Blood (EBV)
    dtype: float64
  - name: BILE
    dtype: float64
  - name: micro_ordered
    dtype: int64
  - name: Other
    dtype: float64
  - name: Analgesic - Opioid/NSAID
    dtype: float64
  - name: Antiemetic
    dtype: float64
  - name: Analgesic - Acetaminophen
    dtype: float64
  - name: Antibiotic
    dtype: float64
  - name: Benzodiazepine - Sedative/Anxiolytic
    dtype: float64
  - name: Analgesic - NSAID
    dtype: float64
  - name: Bronchodilator
    dtype: float64
  - name: Antiplatelet
    dtype: float64
  - name: GI - Acid Suppression
    dtype: float64
  - name: Corticosteroid
    dtype: float64
  - name: Beta Blocker
    dtype: float64
  - name: Diuretic
    dtype: float64
  - name: Antipsychotic
    dtype: float64
  - name: Anticoagulant
    dtype: float64
  - name: Insulin/Glucose
    dtype: float64
  - name: Calcium Channel Blocker
    dtype: float64
  - name: Nitrate
    dtype: float64
  - name: ACE Inhibitor
    dtype: float64
  - name: IV Fluid
    dtype: float64
  - name: Anticonvulsant
    dtype: float64
  - name: Antiarrhythmic
    dtype: float64
  - name: weight
    dtype: float64
  - name: ecg_status
    dtype: float64
  - name: rad_status
    dtype: float64
  - name: in_ed
    dtype: int64
  - name: in_ward
    dtype: int64
  - name: ed_boarding
    dtype: int64
  - name: terminal_event
    dtype: large_string
  - name: gender
    dtype: large_string
  - name: anchor_age
    dtype: int64
  - name: arrival_transport
    dtype: large_string
  - name: acuity
    dtype: decimal128(10, 9)
  - name: height
    dtype: float64
  - name: recon_ace_inhibitor
    dtype: uint8
  - name: recon_analgesic___nsaid
    dtype: uint8
  - name: recon_analgesic___opioid_nsaid
    dtype: uint8
  - name: recon_antiarrhythmic
    dtype: uint8
  - name: recon_antibiotic
    dtype: uint8
  - name: recon_anticoagulant
    dtype: uint8
  - name: recon_anticonvulsant
    dtype: uint8
  - name: recon_antiemetic
    dtype: uint8
  - name: recon_antiplatelet
    dtype: uint8
  - name: recon_antipsychotic
    dtype: uint8
  - name: recon_benzodiazepine___sedative_anxiolytic
    dtype: uint8
  - name: recon_beta_blocker
    dtype: uint8
  - name: recon_bronchodilator
    dtype: uint8
  - name: recon_calcium_channel_blocker
    dtype: uint8
  - name: recon_corticosteroid
    dtype: uint8
  - name: recon_diuretic
    dtype: uint8
  - name: recon_gi___acid_suppression
    dtype: uint8
  - name: recon_insulin_glucose
    dtype: uint8
  - name: recon_nitrate
    dtype: uint8
  - name: admission_type
    dtype: large_string
  - name: vitals_checked
    dtype: float64
  - name: current_temperature
    dtype: float64
  - name: current_heartrate
    dtype: float64
  - name: current_resprate
    dtype: float64
  - name: current_o2sat
    dtype: float64
  - name: current_sbp
    dtype: float64
  - name: current_dbp
    dtype: float64
  - name: current_pain
    dtype: large_string
  - name: current_pulse_pressure
    dtype: float64
  - name: current_map
    dtype: float64
  - name: time_since_last_hrs
    dtype: float64
  - name: temperature_rolling2h
    dtype: float64
  - name: temperature_delta
    dtype: float64
  - name: temperature_rate
    dtype: float64
  - name: heartrate_rolling2h
    dtype: float64
  - name: heartrate_delta
    dtype: float64
  - name: heartrate_rate
    dtype: float64
  - name: resprate_rolling2h
    dtype: float64
  - name: resprate_delta
    dtype: float64
  - name: resprate_rate
    dtype: float64
  - name: o2sat_rolling2h
    dtype: float64
  - name: o2sat_delta
    dtype: float64
  - name: o2sat_rate
    dtype: float64
  - name: sbp_rolling2h
    dtype: float64
  - name: sbp_delta
    dtype: float64
  - name: sbp_rate
    dtype: float64
  - name: dbp_rolling2h
    dtype: float64
  - name: dbp_delta
    dtype: float64
  - name: dbp_rate
    dtype: float64
  - name: observe
    dtype: int64
  splits:
  - name: full_patient_state
    num_bytes: 6238206732
    num_examples: 6551723
  download_size: 105921848
  dataset_size: 6238206732
- config_name: full_patient_state
  data_files:
  - split: full_patient_state
    path: full_patient_state/full_patient_state-*
---
---
 license: other
 license_name: physionet-credentialed-health-data-1.5.0
 license_link: https://physionet.org/content/mimiciv/view-license/3.1/

full_patient_state/{full_patient_state-00000-of-00013.parquet → full_patient_state-00000-of-00014.parquet}

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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