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. 2020 Apr 16;15(4):e0231172. doi: 10.1371/journal.pone.0231172

Table 2. Features.

All features (89) Feature set A (42) Feature set B (20) Feature set C (23)
Age
Sex
Height
Weight
Body mass index
ASA classification
Comorbidities
 Cardiovascular disease
  Hypertension
  Atrial fibrillation
  Coronary artery disease
  Angina pectoris
  Congestive heart failure
 Respiratory disease
  Asthma
  Chronic obstructive pulmonary disease
 Gastrointestinal disease
  Hepatitis
  Liver cirrhosis
  Viral carrier
  Hepatitis B viral infection
 Renal disease
  Chronic kidney injury
  End-stage renal disease
 Endocrine disease
  Diabetes mellitus
   HbA1c
  Thyroid disease
 Neurologic disease
  Cerebrovascular disease
  Cerebral aneurysm
Baseline blood pressure
 Systolic
 Mean
 Diastolic
Noninvasive blood pressure
 Systolic min
 Systolic max
 Systolic mean
 Systolic sd
 Mean min
 Mean max
 Mean mean
 Mean sd
 Diastolic min
 Diastolic max
 Diastolic mean
 Diastolic sd
Heart rate
 min
 max
 mean
Anesthetic drug
 Volume
  Propofol min
  Propofol max
  Propofol mean
  Remifentanil min
  Remifentanil max
  Remifentanil mean
 Plasma concentration
  Propofol min
  Propofol max
  Propofol mean
  Remifentanil min
  Remifentanil max
  Remifentanil mean
 Effect-site concentration
  Propofol min
  Propofol max
  Propofol mean
  Remifentanil min
  Remifentanil max
  Remifentanil mean
 Target concentration
  Propofol min
  Propofol max
  Propofol mean
  Remifentanil min
  Remifentanil max
  Remifentanil mean
Vasoactive drug administration
 Ephedrine
 Ephedrine volume
 Phenylephrine
 Phenylephrine volume
 Esmolol
 Esmolol volume
 Labetalol
 Labetalol volume
Mechanical ventilation data
 Tidal volume min
 Tidal volume max
 Tidal volume mean
 Minute ventilation min
 Minute ventilation max
 Minute ventilation mean
 Respiratory rate min
 Respiratory rate max
 Respiratory rate mean
 Max positive airway pressure min
 Max positive airway pressure max
 Max positive airway pressure mean
Hypotension
 Frequency
 Duration
 Average duration

Initially, 100 features were selected; however, no patients had 11 comorbidities: myocardial infarction, valve disease, hepatitis C viral infection, fatty liver, alcoholic liver disease, autoimmune liver disease, acute kidney injury, myasthenia gravis, morbid obesity, epilepsy, or dementia. Thus, these features were excluded.

Features observed between anesthesia induction and tracheal intubation.