The disclosed system and method generates a lung model based on patient data, and determines patient-specific ventilation settings for adjusting an operation of a ventilator. In this manner, the subject technology simulates flow in the lungs of COVID-19 patients to provide insights that guides improved ventilation and/or respiratory treatment strategies
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