In dealing with the unprecedented COVID-19 pandemic, there are an increased number of patients requiring personalized management as the disease pathology varies. With variable lung compliance and airway resistance as well as the severity of the disease, one size will not fit all patients. This book is problem-oriented with evidence-based discussions of the daily encountered scenarios in the ICU for mechanically ventilated patients, dealing with the pathology, monitoring and troubleshooting facing intensivists daily. These scenarios are managed utilizing a goal-directed approach and algorithms to achieve these goals. All chapters contain an explanation of a different solution illustrating the respiratory mechanics, physiology and pathology involved in such a scenario. Each chapter also closes with a take-home message to summarize the content. In addition to describing the ventilation of different patient categories, this text also features ventilation cases specific to COVID-19 including airway management in the enhanced air born isolated patient, pulmonary embolism, different states of shock and differential lung ventilation. There is also a specific chapter on monitoring mechanical ventilation with point of care ultrasound, which is an available modality in most ICUs. Another unique chapter describes how to connect more than one patient to one ventilator in case of a shortage of machines. Written by experts in the field, Personalized Mechanical Ventilation is a timely and valuable resource for critical care physicians, nurses and respiratory therapists on the front lines of both COVID-19 and day-to-day care of mechanically ventilated patients in the ICU.