Table 1. Data description.
Data source | Categories | Features |
---|---|---|
Electronic Health Record | Demographic data | Age |
Sex | ||
Height | ||
Weight | ||
Body mass index | ||
ASA classification | ||
Comorbidities | Cardiovascular disease | |
Respiratory disease | ||
Gastrointestinal disease | ||
Renal disease | ||
Endocrine disease | ||
Neurologic disease | ||
Vital Recorder | Anesthetic drug† | Volume |
Plasma concentration | ||
Effect-site concentration | ||
Target concentration | ||
Vasoactive drug administration† | Vasopressor | |
Vasodilator | ||
Noninvasive blood pressure† | Systolic | |
Mean | ||
Diastolic | ||
Baseline blood pressure‡ | Systolic | |
Mean | ||
Diastolic | ||
Heart rate† | Heart rate | |
Mechanical ventilation data† | Tidal volume | |
Minute ventilation | ||
Respiratory rate | ||
Max positive airway pressure | ||
Hypotension† | Frequency | |
Duration | ||
Average duration |
The table notes the demographic information of the patient recorded in the electronic health record, derived features of the biomedical signal data, anesthetic drug derivative, hypotensive information, disease information in the pre-anesthetic history field, and drug information administered during anesthesia.
†These features were observed from anesthetic induction to tracheal intubation.
‡Baseline blood pressure was defined as the initial blood pressure in the operating room.