Abstract: A system for preventing of non-compliant use of equipment during a surgical procedure including one or more devices positioned within an operating room, a display, and a computer program product. The computer program product having instructions stored on non-transitory computer-readable medium and, when executed by one or more processors, causing the one or more processors to: receive signals from the one or more devices, wherein the signals are directed to at least a surgical site of a patient; provide the signals to a trained machine-learning model trained on signals representative of nominal and adverse medical events; determining based on the signals, with the trained machine-learning model, the non-compliant use of the equipment in a manner to produce a potential adverse medical event; and cause a notification or alarm to be displayed on the display based on the determination of the non-compliant use.

Abstract: A machine causes capture of an image that depicts an optically readable code exhibited by a measurement device that corresponds to a scheduled medical procedure. The machine then determines, based on the optically readable code depicted by the captured image, a hardware identifier of a network interface of the measurement device and a location identifier of the measurement device. The machine next identifies the medical procedure based on the location identifier determined based on the optically readable code exhibited by the measurement device. The machine establishes a network connection with the measurement device based on the determined hardware identifier of the network interface of the measurement device. The established network connection may provide access to measurement data generated by the measurement device that corresponds to the scheduled medical procedure identified based on the location identifier of the measurement device.