Abstract: Methods and systems for processing data to distinguish between a plurality of conditions in lung ultrasound images and, in particular, lung ultrasound images containing B lines. Neural network systems and methods, in which the processor is trained using lung ultrasound images to distinguish between acute respiratory distress syndrome due to COVID-19, acute respiratory distress syndrome due to non-COVID-19 causes, and hydrostatic pulmonary edema.

Abstract: Systems and methods for video collaboration enhancement are presented. An example system can include one or more computer processors programmed to perform one or more operations. In some examples, the one or more operations can include initiating a virtual camera, where the virtual camera can be configured to output an augmented video feed, the augmented video feed including one or more virtual overlay effects. In some examples, the one or more operations can include combining one or more virtual overlay effects with a video feed received from a physical camera to form the augmented video feed, where the one or more virtual overlay effects are displayed in conjunction with the video feed received from a physical camera. In some examples, the one or more operations can include displaying the augmented video feed on a display device.