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Problem : Current simulators are trained as an ensemble, where each model simulates a single lung setting. However, lungs and their attributes form a continuous space, so a parametric approach must be explored that would consider the differences in patient lungs
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Solution: Generalize the simulation rather than to confine a simulator to a single lung type.
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Approach Usage of LSTM driven models which predict the correct pressure depending upon the type of lung, provided the lung attributes; Hence providing a better system to work with.
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