US 11,842,498 B2
Systems and methods for automatic segmentation in medical imaging with multiple anatomical structure segmentation models
Hannu Mikael Laaksonen, Espoo (FI); Janne Nord, Espoo (FI); Maria Isabel Cordero Marcos, Espoo (FI); Sami Petri Perttu, Helsinki (FI); and Tomi Ruokola, Espoo (FI)
Assigned to SIEMENS HEALTHINEERS INTERNATIONAL AG, Steinhausen (CH)
Filed by Siemens Healthineers International AG, Steinhausen (CH)
Filed on Dec. 16, 2019, as Appl. No. 16/715,663.
Prior Publication US 2021/0183070 A1, Jun. 17, 2021
Int. Cl. G06K 9/00 (2022.01); G06T 7/174 (2017.01); G06T 7/149 (2017.01); A61N 5/10 (2006.01); G06N 3/08 (2023.01); G06N 5/022 (2023.01); G06T 7/12 (2017.01)
CPC G06T 7/174 (2017.01) [A61N 5/1038 (2013.01); A61N 5/1048 (2013.01); G06N 3/08 (2013.01); G06N 5/022 (2013.01); G06T 7/12 (2017.01); G06T 7/149 (2017.01); A61N 2005/1041 (2013.01); A61N 2005/1074 (2013.01); G06T 2200/24 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20092 (2013.01); G06T 2207/20096 (2013.01); G06T 2207/20121 (2013.01); G06T 2207/20124 (2013.01); G06T 2207/20128 (2013.01); G06T 2207/20212 (2013.01); G06T 2207/30008 (2013.01); G06T 2207/30096 (2013.01); G06T 2207/30101 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A network-based system for automatic image segmentation, comprising:
a processor configured to:
display to a user on a selection screen a list of anatomical structures associated with one or more images of a patient;
allow the user to select from the list one or more anatomical structures desired to be contoured;
access, via the network, a library of different image segmentation models;
determine the image segmentation models in the library that support segmentation of the one or more anatomical models selected by the user;
display to the user, a list of the image segmentation models determined to support segmentation of the one or more selected anatomical structures;
display to the user a list of anatomical structures that each of the determined segmentation models supports;
allow the user to select all or a subset of the image segmentation models from the list of segmentation models to be used to contour each of the one or more anatomical structures selected by the user;
apply the selected segmentation models on the selected anatomical structures; and
combine results of different segmentation model outcomes.