Patent ID: 11922628
Assignee: ARIZONA BOARD OF REGENTS ON BEHALF OF ARIZONA STATE UNIVERSITY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 11:
12. The non-transitory computer readable storage media of claim 11:
wherein training the encoder-decoder architecture to learn the common image representation comprises recovering anatomical patterns from the transformed sub-volumes;
wherein cropping the sub-volume from each 3D input image comprises cropping an arbitrarily-sized sub-volume at a randomly chosen location from the 3D input image;
wherein cropping the sub-volume from each 3D input image comprises cropping the sub-volume from an unlabeled and un-annotated volumetric (3D) Computed Tomography (CT) scan; and
wherein training the encoder-decoder architecture comprises providing as input to the encoder-decoder architecture, the transformed sub-volumes.