• Predicting patient-ventilator asynchronies with hidden markov models 

      Marchuk, Yaroslav; Magrans, Rudys; Sales, Bernat; Montanyà, Jaume; López-Aguilar, Josefina; De Haro, Candelaria; Gomà Fernández, Gemma; Subirà Cuyàs, Carles; Fernández Fernández, Rafael; Kacmarek, Robert M.; Blanch, Lluís (Scientific Reports, 2018-12-04)
      In mechanical ventilation, it is paramount to ensure the patient’s ventilatory demand is met while minimizing asynchronies. We aimed to develop a model to predict the likelihood of asynchronies occurring. ...