alistairewj / mechanical-power

Study on mechanical power in MIMIC-III and eICU-CRD
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eICU data pull #1

Closed alistairewj closed 5 years ago

alistairewj commented 6 years ago
alistairewj commented 6 years ago

Baseline data Age - age Gender - gender Weight - admissionweight OR chartedweight - charted weight is from flowsheet Height - admissionheight Diagnosis of ARDS and severity (according to Berlin criteria) - NOT AVAILABLE CURRENTLY Source of admission - icu_admit_source OR hospital_admit_source Type of admission - electivesurgery (0 or 1) Ethnicity - ethnicity Initial diagnosis - apacheadmissiondx Elixhauser comorbidity score (or co-morbidities) - APACHE comorbidities: aids, hepaticfailure, cirrhosis, diabets, immunosuppression, leukemia, lymphoma, metastaticcancer COPD Smoking OASIS SAPS II (or other prognosis score) - apacheiva is the score, and apacheiva_pred is the probability for APACHE IVa hospital mortality prediction SOFA (first day) - given as final score (sofa) and as components: sofa_renal, sofa_cns, sofa_cardiovascular, sofa_liver, sofa_coagulation, sofa_respiration Use of renal replacement therapy (first stay) - dialysis column gives existence of chronic dialysis, otherwise currently unavailable Use of vasopressor (first day) - broken down by vasopressor: Limitation of support at the end of hospital stay - NOT AVAILABLE Vital signs (the highest and lowest value for the first and second day) Heart rate - heartrate_min_day1, heartrate_max_day1, heartrate_min_day2, heartrate_max_day2 Mean arterial pressure - map_min_day1, map_max_day1, map_min_day2, map_max_day2 Temperature - temperature_min_day1, temperature_max_day1, temperature_min_day2, temperature_max_day2 SpO2 - spo2_min_day1, spo2_max_day1, spo2_min_day2, spo2_max_day2 Laboratory (the highest and lowest value for the first and second day) pH - ph_min_day1, ph_max_day1, ph_min_day2, ph_max_day2 PaO2 - pao2_min_day1, pao2_max_day1, pao2_min_day2, pao2_max_day2 PaCO2 - paco2_min_day1, paco2_max_day1, paco2_min_day2, paco2_max_day2 ** added PaO2FiO2 with similar names Ventilation parameters (the highest and lowest value for the first and second day and, IF POSSIBLE, the highest and lowest value every 6 hours for the first 48 hours) Tidal volume PEEP Peak pressure Plateau pressure Total respiratory rate Set respiratory rate FiO2 Outcomes Hospital mortality ICU mortality 30-day mortality 1-year mortality ICU length of stay Hospital lenght of stay Ventilator-free days at day 28 (or if you provide me duration of ventilation and 28-day mortality I can calculate it)