Automated data scaling, alignment, and organizing based on predefined parameters within surgical networks

摘要

A system for automatically fusing data from a medical procedure is disclosed. The system includes a medical hub comprising at least one processor and at least one memory. The one processor is configured to access a first dataset comprising data sampled at a first data sampling rate recorded during a sampling time period, access a second dataset comprising data sampled at a second data sampling rate that is slower than the first data sampling rate and is recorded during the sampling time period, scale the second dataset to match the first data sampling rate, fuse the first dataset and the second dataset into a composite dataset, align the first dataset and the second dataset in the composite dataset, cause display of the composite dataset, generate a graphical overlay on top of the display of the composite dataset, and transmit the composite dataset to a remote server.