--- license: other pretty_name: modeling_data license_name: physionet-credentialed-health-data-1.5.0 license_link: https://physionet.org/content/mimiciv/view-license/3.1/ configs: - config_name: full_patient_state data_files: - split: full_patient_state path: full_patient_state/full_patient_state-* - config_name: part1_holdout data_files: - split: part1_holdout path: part1_holdout/*.parquet - config_name: part1_test data_files: - split: part1_test path: part1_test/*.parquet - config_name: part1_train data_files: - split: part1_train path: part1_train/*.parquet - config_name: part2_test data_files: - split: part2_test path: part2_test/*.parquet - config_name: part2_train data_files: - split: part2_train path: part2_train/*.parquet dataset_info: config_name: full_patient_state features: - name: ed_stay_id dtype: int64 - name: time dtype: timestamp[us] - name: step_idx dtype: int64 - name: subject_id dtype: int64 - name: hadm_id dtype: int64 - name: stay_window_start dtype: timestamp[us] - name: stay_window_end dtype: timestamp[us] - name: gender dtype: large_string - name: anchor_age dtype: int64 - name: admission_type dtype: large_string - name: cohort_label dtype: large_string - name: terminal_event dtype: large_string - name: acuity 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: float64 - name: chiefcomplaint dtype: large_string - name: time_since_last_min dtype: int64 - name: pain_missing dtype: int64 - name: heartrate_missing dtype: int64 - name: o2sat_missing dtype: int64 - name: acuity_missing dtype: int64 - name: resprate_missing dtype: int64 - name: sbp_missing dtype: int64 - name: dbp_missing dtype: int64 - name: temperature_missing dtype: int64 - name: temperature_delta dtype: float64 - name: heartrate_delta dtype: float64 - name: resprate_delta dtype: float64 - name: o2sat_delta dtype: float64 - name: sbp_delta dtype: float64 - name: dbp_delta dtype: float64 - name: pain_delta dtype: float64 - name: temperature_rate_per_min dtype: float64 - name: heartrate_rate_per_min dtype: float64 - name: resprate_rate_per_min dtype: float64 - name: o2sat_rate_per_min dtype: float64 - name: sbp_rate_per_min dtype: float64 - name: dbp_rate_per_min dtype: float64 - name: current_mean_arterial_pressure dtype: float64 - name: temperature_rolling1h dtype: float64 - name: heartrate_rolling1h dtype: float64 - name: resprate_rolling1h dtype: float64 - name: o2sat_rolling1h dtype: float64 - name: sbp_rolling1h dtype: float64 - name: dbp_rolling1h dtype: float64 - name: vitals_checked dtype: int64 - name: Blood Gas-Blood_Pending dtype: int64 - name: Blood Gas-Blood_Normal dtype: int64 - name: Blood Gas-Blood_Abnormal dtype: int64 - name: Blood Gas-Other Body Fluid_Pending dtype: int64 - name: Blood Gas-Other Body Fluid_Normal dtype: int64 - name: Blood Gas-Other Body Fluid_Abnormal dtype: int64 - name: Chemistry-Ascites_Pending dtype: int64 - name: Chemistry-Ascites_Normal dtype: int64 - name: Chemistry-Ascites_Abnormal dtype: int64 - name: Chemistry-Blood_Pending dtype: int64 - name: Chemistry-Blood_Normal dtype: int64 - name: Chemistry-Blood_Abnormal dtype: int64 - name: Chemistry-Cerebrospinal Fluid_Pending dtype: int64 - name: Chemistry-Cerebrospinal Fluid_Normal dtype: int64 - name: Chemistry-Cerebrospinal Fluid_Abnormal dtype: int64 - name: Chemistry-Joint Fluid_Pending dtype: int64 - name: Chemistry-Joint Fluid_Normal dtype: int64 - name: Chemistry-Joint Fluid_Abnormal dtype: int64 - name: Chemistry-Other Body Fluid_Pending dtype: int64 - name: Chemistry-Other Body Fluid_Normal dtype: int64 - name: Chemistry-Other Body Fluid_Abnormal dtype: int64 - name: Chemistry-Pleural_Pending dtype: int64 - name: Chemistry-Pleural_Normal dtype: int64 - name: Chemistry-Pleural_Abnormal dtype: int64 - name: Chemistry-Stool_Pending dtype: int64 - name: Chemistry-Stool_Normal dtype: int64 - name: Chemistry-Stool_Abnormal dtype: int64 - name: Chemistry-Urine_Pending dtype: int64 - name: Chemistry-Urine_Normal dtype: int64 - name: Chemistry-Urine_Abnormal dtype: int64 - name: Hematology-Ascites_Pending dtype: int64 - name: Hematology-Ascites_Normal dtype: int64 - name: Hematology-Ascites_Abnormal dtype: int64 - name: Hematology-Blood_Pending dtype: int64 - name: Hematology-Blood_Normal dtype: int64 - name: Hematology-Blood_Abnormal dtype: int64 - name: Hematology-Bone Marrow_Pending dtype: int64 - name: Hematology-Bone Marrow_Normal dtype: int64 - name: Hematology-Bone Marrow_Abnormal dtype: int64 - name: Hematology-Cerebrospinal Fluid_Pending dtype: int64 - name: Hematology-Cerebrospinal Fluid_Normal dtype: int64 - name: Hematology-Cerebrospinal Fluid_Abnormal dtype: int64 - name: Hematology-Joint Fluid_Pending dtype: int64 - name: Hematology-Joint Fluid_Normal dtype: int64 - name: Hematology-Joint Fluid_Abnormal dtype: int64 - name: Hematology-Other Body Fluid_Pending dtype: int64 - name: Hematology-Other Body Fluid_Normal dtype: int64 - name: Hematology-Other Body Fluid_Abnormal dtype: int64 - name: Hematology-Pleural_Pending dtype: int64 - name: Hematology-Pleural_Normal dtype: int64 - name: Hematology-Pleural_Abnormal dtype: int64 - name: Hematology-Stool_Pending dtype: int64 - name: Hematology-Stool_Normal dtype: int64 - name: Hematology-Stool_Abnormal dtype: int64 - name: Hematology-Urine_Pending dtype: int64 - name: Hematology-Urine_Normal dtype: int64 - name: Hematology-Urine_Abnormal dtype: int64 - name: labs_ordered dtype: int64 - name: ABSCESS_Pending dtype: int64 - name: ABSCESS_Negative dtype: int64 - name: ABSCESS_Positive dtype: int64 - name: ABSCESS_Other dtype: int64 - name: BILE_Pending dtype: int64 - name: BILE_Negative dtype: int64 - name: BILE_Positive dtype: int64 - name: BILE_Other dtype: int64 - name: BLOOD CULTURE_Pending dtype: int64 - name: BLOOD CULTURE_Negative dtype: int64 - name: BLOOD CULTURE_Positive dtype: int64 - name: BLOOD CULTURE_Other dtype: int64 - name: BRONCHOALVEOLAR LAVAGE_Pending dtype: int64 - name: BRONCHOALVEOLAR LAVAGE_Negative dtype: int64 - name: BRONCHOALVEOLAR LAVAGE_Positive dtype: int64 - name: BRONCHOALVEOLAR LAVAGE_Other dtype: int64 - name: Blood (CMV AB)_Pending dtype: int64 - name: Blood (CMV AB)_Negative dtype: int64 - name: Blood (CMV AB)_Positive dtype: int64 - name: Blood (CMV AB)_Other dtype: int64 - name: Blood (EBV)_Pending dtype: int64 - name: Blood (EBV)_Negative dtype: int64 - name: Blood (EBV)_Positive dtype: int64 - name: Blood (EBV)_Other dtype: int64 - name: CSF;SPINAL FLUID_Pending dtype: int64 - name: CSF;SPINAL FLUID_Negative dtype: int64 - name: CSF;SPINAL FLUID_Positive dtype: int64 - name: CSF;SPINAL FLUID_Other dtype: int64 - name: FLUID,OTHER_Pending dtype: int64 - name: FLUID,OTHER_Negative dtype: int64 - name: FLUID,OTHER_Positive dtype: int64 - name: FLUID,OTHER_Other dtype: int64 - name: IMMUNOLOGY_Pending dtype: int64 - name: IMMUNOLOGY_Negative dtype: int64 - name: IMMUNOLOGY_Positive dtype: int64 - name: IMMUNOLOGY_Other dtype: int64 - name: JOINT FLUID_Pending dtype: int64 - name: JOINT FLUID_Negative dtype: int64 - name: JOINT FLUID_Positive dtype: int64 - name: JOINT FLUID_Other dtype: int64 - name: MRSA SCREEN_Pending dtype: int64 - name: MRSA SCREEN_Negative dtype: int64 - name: MRSA SCREEN_Positive dtype: int64 - name: MRSA SCREEN_Other dtype: int64 - name: OTHER_Pending dtype: int64 - name: OTHER_Negative dtype: int64 - name: OTHER_Positive dtype: int64 - name: OTHER_Other dtype: int64 - name: PERITONEAL FLUID_Pending dtype: int64 - name: PERITONEAL FLUID_Negative dtype: int64 - name: PERITONEAL FLUID_Positive dtype: int64 - name: PERITONEAL FLUID_Other dtype: int64 - name: PLEURAL FLUID_Pending dtype: int64 - name: PLEURAL FLUID_Negative dtype: int64 - name: PLEURAL FLUID_Positive dtype: int64 - name: PLEURAL FLUID_Other dtype: int64 - name: Rapid Respiratory Viral Screen & Culture_Pending dtype: int64 - name: Rapid Respiratory Viral Screen & Culture_Negative dtype: int64 - name: Rapid Respiratory Viral Screen & Culture_Positive dtype: int64 - name: Rapid Respiratory Viral Screen & Culture_Other dtype: int64 - name: SEROLOGY/BLOOD_Pending dtype: int64 - name: SEROLOGY/BLOOD_Negative dtype: int64 - name: SEROLOGY/BLOOD_Positive dtype: int64 - name: SEROLOGY/BLOOD_Other dtype: int64 - name: SPUTUM_Pending dtype: int64 - name: SPUTUM_Negative dtype: int64 - name: SPUTUM_Positive dtype: int64 - name: SPUTUM_Other dtype: int64 - name: STOOL_Pending dtype: int64 - name: STOOL_Negative dtype: int64 - name: STOOL_Positive dtype: int64 - name: STOOL_Other dtype: int64 - name: SWAB_Pending dtype: int64 - name: SWAB_Negative dtype: int64 - name: SWAB_Positive dtype: int64 - name: SWAB_Other dtype: int64 - name: TISSUE_Pending dtype: int64 - name: TISSUE_Negative dtype: int64 - name: TISSUE_Positive dtype: int64 - name: TISSUE_Other dtype: int64 - name: URINE_Pending dtype: int64 - name: URINE_Negative dtype: int64 - name: URINE_Positive dtype: int64 - name: URINE_Other dtype: int64 - name: micro_ordered dtype: int64 - name: ACE Inhibitor dtype: int64 - name: Analgesic - Acetaminophen dtype: int64 - name: Analgesic - NSAID dtype: int64 - name: Analgesic - Opioid/NSAID dtype: int64 - name: Antiarrhythmic dtype: int64 - name: Antibiotic dtype: int64 - name: Anticoagulant dtype: int64 - name: Anticonvulsant dtype: int64 - name: Antiemetic dtype: int64 - name: Antiplatelet dtype: int64 - name: Antipsychotic dtype: int64 - name: Benzodiazepine - Sedative/Anxiolytic dtype: int64 - name: Beta Blocker dtype: int64 - name: Bronchodilator dtype: int64 - name: Calcium Channel Blocker dtype: int64 - name: Corticosteroid dtype: int64 - name: Diuretic dtype: int64 - name: GI - Acid Suppression dtype: int64 - name: IV Fluid dtype: int64 - name: Insulin/Glucose dtype: int64 - name: Nitrate dtype: int64 - name: Other dtype: int64 - name: ecg_status_Normal dtype: int64 - name: ecg_status_Moderate dtype: int64 - name: ecg_status_Acute dtype: int64 - name: rad_status_Normal dtype: int64 - name: rad_status_Moderate dtype: int64 - name: rad_status_Acute dtype: int64 - name: in_ed dtype: int64 - name: in_ward dtype: int64 - name: terminal_code dtype: int64 - name: weight dtype: float64 - name: height dtype: float64 - name: recon_ace_inhibitor dtype: int64 - name: recon_analgesic___nsaid dtype: int64 - name: recon_analgesic___opioid_nsaid dtype: int64 - name: recon_antiarrhythmic dtype: int64 - name: recon_antibiotic dtype: int64 - name: recon_anticoagulant dtype: int64 - name: recon_anticonvulsant dtype: int64 - name: recon_antiemetic dtype: int64 - name: recon_antiplatelet dtype: int64 - name: recon_antipsychotic dtype: int64 - name: recon_benzodiazepine___sedative_anxiolytic dtype: int64 - name: recon_beta_blocker dtype: int64 - name: recon_bronchodilator dtype: int64 - name: recon_calcium_channel_blocker dtype: int64 - name: recon_corticosteroid dtype: int64 - name: recon_diuretic dtype: int64 - name: recon_gi___acid_suppression dtype: int64 - name: recon_insulin_glucose dtype: int64 - name: recon_nitrate dtype: int64 - name: recon_n_total_meds dtype: int64 - name: recon_n_drug_classes dtype: int64 - name: height_missing dtype: int64 - name: weight_missing dtype: int64 - name: arrival_transport_AMBULANCE dtype: int64 - name: arrival_transport_HELICOPTER dtype: int64 - name: arrival_transport_OTHER dtype: int64 - name: arrival_transport_UNKNOWN dtype: int64 - name: arrival_transport_WALK IN dtype: int64 - name: total_length dtype: int64 splits: - name: full_patient_state num_bytes: 15517346808 num_examples: 7387882 download_size: 323713556 dataset_size: 15517346808 ---