Abstract: The present disclosure provides systems and methods for enhancing audio communications. In one aspect, the present disclosure provides a method for enhancing audio communications. The method may comprise (a) detecting one or more parameters associated with a medical procedure and one or more audio communications associated with the medical procedure; and (b) processing the one or more audio communications based on the one or more parameters to generate one or more enhanced audio communications.

Abstract: Systems and methods for medical resource intelligence are provided. Systems and methods are provided for identifying appropriate remote users to contact based on a plurality of factors including availability and operator preference.

Abstract: The present disclosure provides methods and systems for video collaboration. The method may comprise (a) obtaining a plurality of videos of a surgical procedure; (b) determining an amount of progress for the surgical procedure based at least in part on the plurality of videos; and (c) updating an estimated timing of one or more steps of the surgical procedure based at least in part on the amount of progress. The method may further comprise providing the estimating timing to one or more end users to coordinate another surgical procedure or patient room turnover. In some cases, the method may comprise (a) obtaining a plurality of videos of a surgical procedure and (b) providing the plurality of videos to a plurality of end users, wherein each end user of the plurality of end users receives a different subset of the plurality of videos.

Abstract: Systems and methods for machine vision/audio use and analysis are provided. Systems and methods are provided for identifying medical conditions based on data collected during a procedure. Systems and methods are provided for providing recommendations relating to procedures based on data collected during a procedure. Furthermore, recommendations may be provided relating to products and potential improvements based on data collected during a procedure.

Abstract: Systems and methods for video analysis are provided. The systems and methods may utilize machine learning to recognize steps of a medical procedure as they are being performed, and compare them with expected steps. The systems and methods may aid in supporting a medical practitioner before the procedure, during the procedure, as well as providing feedback after the procedure has been completed.

Abstract: Systems and methods for medical resource intelligence are provided. Systems and methods are provided for identifying appropriate remote users to contact, and for assessing productivity of such remote users. Systems and methods are provided for forecasting usage of medical resources. Furthermore, performance may be tracked in accordance with one or more metrics with aid of a video collaboration system.

Abstract: Systems and methods for medical procedure preparation are provided. Systems and methods are provided for identifying appropriate medical resources to prepare, prior to a medical procedure. Systems and methods are provided for automatically updating records of medical personnel preferences based on usage. Optionally, scheduling and forecasting of location availability may occur in real-time. Furthermore, medical console identifiers may be used to aid in the systems and methods provided herein.

Abstract: A method in which user generated video content is distributed over a peer to peer network as live broadcast but may be viewed at any point using 2 overlayed peer networks. Video is rendered during download and a user may request a specific point in the video content and that point and all subsequent video content will be downloaded and rendered first via a peer to peer network.