公开(公告)号：US11443422B2

公开(公告)日：2022-09-13

申请号：US16754414

申请日：2018-10-15

Applicant: THE CLEVELAND CLINIC FOUNDATION

Inventor： Russell J. Fedewa ,  David Geoffrey Vince ,  Hesham A. Elsharkawy

IPC: G06K9/00 ,  A61B8/00 ,  G06T7/00 ,  A61B8/08 ,  A61B8/14 ,  G01S7/52 ,  G01S13/89 ,  G06K9/62 ,  G06V10/25 ,  G06V10/40

Abstract: A system includes a processor and, a computer-readable tangible storage device storing program instructions for execution by the processor. The program instructions include instructions for receiving ultrasonic derived data comprising an ultrasound image, representing a region of interest, and radio frequency “(RF”) data associated with the ultrasound image, and instructions for analyzing the RF data to identify at least one feature associated with a region of interest, including either or both of a feature representing a two-dimensional spectrum feature and a feature based on a cepstrum determined from the RF data. The program instructions further include instructions for classifying the region of interest as one of a plurality of anatomical classes from the identified at least one feature and causing a display to display the anatomical class.