Table 2 Description of features of the dataset.

From: Development of a hybrid LSTM with chimp optimization algorithm for the pressure ventilator prediction

Feature name

Feature abbreviation (unit)

Feature description

Resistance

R (cmH2O/L/S)

Restriction of the airway

Compliance

C (mL/cmH2O)

The ability of the lungs to stretch and expand

Time-step

Time-step

The actual time stamps

Inspiratory Solenoid Valve

ISV

Manipulation command for the inhalation solenoid valve

Exploratory Solenoid Valve

ESV

The input utilized for controlling the exploratory solenoid valve

Airway pressure

P (cmH2O)

The recorded airway pressure within the respiratory circuit is displayed in the designated column.

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