Abstract: A noninvasive of detecting patient-ventilator asynchrony that is easily adaptable to existing ventilator monitoring systems and provides timely and actionable information on the degree of patient asynchrony both during invasive and non-invasive ventilation. Capture, analysis or display of, frequency spectra and the use of a measure of spectral organization, such as H1/DC, allows for both manual and automatic adjustment of a ventilators to prevent or correct patient-ventilator asynchrony via interventions. Embodiments use artificial intelligence or machine learning to predict interventions predicted to result in positive outcomes, based on analysis of a large number of epochs, captured by an electronic monitor of a mechanical ventilator, where the monitor continuously monitors, captures and transfers, epochs of data for aggregated machine learning analysis, of such epochs associated with positive outcomes.

Abstract: A noninvasive of detecting patient-ventilator asynchrony that is easily adaptable to existing ventilator monitoring systems and provides timely and actionable information on the degree of patient asynchrony both during invasive and non-invasive ventilation. Display of, frequency spectra and the use of a measure of spectral organization, such as H1/DC, allows for both manual and automatic adjustment of a ventilators to prevent or correct patient-ventilator asynchrony.

Abstract: A noninvasive of detecting patient-ventilator asynchrony that is easily adaptable to existing ventilator monitoring systems and provides timely and actionable information on the degree of patient asynchrony both during invasive and non-invasive ventilation. Display of, frequency spectra and the use of a measure of spectral organization, such as H1/DC, allows for both manual and automatic adjustment of a ventilators to prevent or correct patient-ventilator asynchrony.

Abstract: The present invention relates to a method to determine a cardiac characteristic determined at a proximal end and a distal end of a pulmonary artery catheter. The present invention also relates to a method of treating a patient based on a determination of a determined difference between a cardiac characteristic a proximal end and a distal end of a pulmonary artery catheter.

Abstract: A geographic information system (GIS) may include a display, a GIS database, and a processor the processor may cooperate with the display and the GIS database to display a three-dimensional (3D) geospatial image including a plurality of spaced-apart reference markers therein. The reference markers may have different visual characteristics indicative of different relative positions within the 3D geospatial image. The processor may also associate with each reference marker selectively displayable position data. The reference markers may have different sizes and/or colors, for example.

Abstract: An environmental condition detecting system may include an image processor cooperating with a database for generating a reference geospatial image corresponding to the collected geospatial image, a change detector cooperating with the image processor for detecting a change between the collected geospatial image and the reference geospatial image, and an environmental condition detector. The environmental condition detector may cooperate with the change detector for detecting the at least one environmental condition associated with the collected geospatial image based upon the change between the collected geospatial image and the reference geospatial image. The at least one environmental condition may include at least one weather condition, such as, for example, at least one of image obscuration and surface reflectivity. The at least one environmental condition may additionally or alternatively include at least one of a time of day and a time of year.

Abstract: An image change detecting system may include an image processor cooperating with the database for generating a reference geospatial image corresponding to the collected geospatial image, an image enhancer for enhancing at least one of the reference geospatial image and the collected geospatial image based upon at least one environmental condition, and a change detector cooperating with the image processor and the image enhancer. The change detector may detect a change between the collected geospatial image and the reference geospatial image with at least one thereof enhanced by the image enhancer based upon the at least one environmental condition. The environmental condition may include a weather condition, a time of day, or a time of year. The environmental condition may be typically associated with the collected geospatial image.

Abstract: An accuracy enhancing system may include an image processor cooperating with a database for generating a reference geospatial image corresponding to the collected geospatial image, a change detector cooperating with the image processor for detecting a change between the collected geospatial image and the reference geospatial image, and an accuracy enhancer. The accuracy enhancer may cooperate with the change detector for generating at least one enhanced accuracy value corresponding to the at least one geospatial collection value based upon the change detected between the collected geospatial image and the reference geospatial image. The airborne platform may traverse an actual flight path based upon a planned flight path, and the image processor may generate the reference geospatial image based upon a desired match with the collected geospatial image.

Abstract: Disclosed is a pulmonary artery catheter (“PAC”) that is used in determining myocardial oxygen consumption. Myocardial oxygen consumption is of critical importance because decreased myocardial energy utilization during acute illness may lead to tissue hypoperfusion, multiple organ failure, and eventually death. The inventor has discovered that myocardial oxygen consumption is a function of the difference in oxygen levels in atrial and mixed venous blood. The invention has further discovered that differences in lactate, glucose or any other measurable blood concentration metabolite in atrial or superior vena cava and mixed venous blood can also be used in determining myocardial oxygen consumption.

Abstract: Disclosed is a pulmonary artery catheter (“PAC”) that is used in determining myocardial oxygen consumption. Myocardial oxygen consumption is of critical importance because decreased myocardial energy utilization during acute illness may lead to tissue hypoperfusion, multiple organ failure, and eventually death. The inventor has discovered that myocardial oxygen consumption is a function of the difference in oxygen levels in atrial and mixed venous blood. The invention has further discovered that differences in lactate, glucose or any other measurable blood concentration metabolite in atrial or superior vena cava and mixed venous blood can also be used in determining myocardial oxygen consumption.