Abstract:
A medical modeling system and method predict a risk of a physiological condition, such as mortality, for a patient. Measurements of a plurality of predictive variables for the patient are received. The plurality of predictive variables are predictive of the risk of the physiological condition. The risk of the physiological condition is calculated by applying the received measurements to at least one model modeling the risk of the physiological condition using the plurality of predictive variables. The at least one model includes at least one of a hidden Markov model and a logistic regression model. An indication of the risk of the physiological condition is output to a clinician.
Abstract:
A method includes obtaining a first physiological parameter indicative of a non-invasively measured airway pressure of a subject, obtaining a second physiological parameter indicative of a non-invasively measured air flow into the lungs of the subject, and estimating a third physiological parameter indicative of an intra-pleural pressure of the subject based on the first and second physiological parameters and generating a signal indicative thereof. An other method includes obtaining a first physiological parameter indicative of a non-invasively estimated intra-pleural pressure of a subject, determining a second physiological parameter indicative of a lung volume of the subject that is based on a third physiological parameter indicative of a non-invasively measured air flow into the lungs of the subject, and determining a work of breathing based on the first and second physiological parameters and generating a signal indicative thereof.
Abstract:
Un método incluye obtener un primer parámetro fisiológico indicativo de una presión de las vías respiratorias medida de manera no invasiva de un sujeto, obtener un segundo parámetro fisiológico indicativo de un flujo de aire medido de manera no invasiva en los pulmones del sujeto y estimar un tercer parámetro fisiológico indicativo de una presión intra-pleural del sujeto con base en el primer parámetro fisiológico y el segundo parámetro fisiológico y generar una señal indicativa del mismo. Otro método incluye obtener un primer parámetro fisiológico indicativo de una presión intra-pleural estimada de manera no invasiva de un sujeto, determinar un segundo parámetro fisiológico indicativo de un volumen pulmonar del sujeto que se basa en un tercer parámetro fisiológico indicativo de un flujo de aire medido de manera no invasiva en los pulmones del sujeto y determinar un trabajo de respiración con base en el primer parámetro fisiológico y el segundo parámetro fisiológicos y generar una señal indicativa del mismo.