An aspect includes a computer-implemented method that identifies variations in surgical approaches to medical procedures. Surgical videos documenting multiple cases of a medical procedure are analyzed to identify different surgical approaches used by service providers when performing the medical procedure. According to some aspects surgical phases are identified in each surgical video and groups of similar surgical phase sequences are grouped into surgical approaches.