Date source,Computed feature types,Feature count,Potentially modifiable
Preoperative notes,Bag of words,1509,
Procedure text,Bag of words,653,
Continuous infusion,"Time since last dosage, exponential decay 5 minutes, and 60 minutes.",543,yes
Sugical diagnosis,Bag of words,399,
Bolus/one time drug administration,"Time since last dosage, exponential decay 5 minutes, and 60 minutes.",333,yes
CPT code,Binary indicator,97,
OR location,Binary indicator,70,
Lab test,Last value and time since last value,49,
Heart rhythm from electrocardiography,Last value and time since last value,30,
Arterial blood pressure,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",24,
Respiration rate,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",16,yes
Train-of-four,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",16,
Pulmonary artery blood pressure,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",12,
Non-invasive blood pressure,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",12,
Intracranial pressure,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",8,
Central venous pressure,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",8,
Tidal volume,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",8,yes
Body temperature,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",8,yes
End-tidal Sevoflurane,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",8,yes
FiO2,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",6,yes
SaO2,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",6,
Heart rate from electrocardiography,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
Combined cardiac output,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
Cardiac output,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
End-tidal Desflurane,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
Pulse rate from pulse ox,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
Electromyography,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
PEEP,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
End-tidal CO2,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
Cardiac index,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
FiNO,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
O2 flow,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
SvO2,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
N2O flow,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
Peak pressure setting,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
Bispectral index,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
End-tidal Isoflurane,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
Air flow,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,yes
Systemic vascular resistance,"EMA 6 seconds, 1 minutes, and 5 minutes. EMV 5 minutes. Last value and time since if text.",4,
Anesthesia type,Binary indicator,3,
Hospital,Binary indicator,2,
ASA status,Last value,2,
Sex,Binary indicator,2,
Procedure end time,Time since,1,
Anesthesia ready time,Time since,1,
Procedure start time,Time since,1,
Anesthesia start time,Time since,1,
Weight,Last value,1,
Time of day,Time since,1,
Age,Last value,1,
In room time,Time since,1,
Height,Last value,1,
,,3905,