US 11,983,799 B2
System and method for synthesizing low-dimensional image data from high-dimensional image data using an object grid enhancement
Haili Chui, Fremont, CA (US); Xiaomin Liu, Sunnyvale, CA (US); and Xiangwei Zhang, Fremont, CA (US)
Assigned to Hologic, Inc., Marlborough, MA (US)
Filed by Hologic, Inc., Marlborough, MA (US)
Filed on Jul. 22, 2022, as Appl. No. 17/871,129.
Application 17/871,129 is a continuation of application No. 16/497,766, granted, now 11,455,754, previously published as PCT/US2018/024912, filed on Mar. 28, 2018.
Claims priority of provisional application 62/479,008, filed on Mar. 30, 2017.
Prior Publication US 2023/0054121 A1, Feb. 23, 2023
Int. Cl. G06T 11/00 (2006.01); A61B 6/00 (2006.01); A61B 6/50 (2024.01); G06N 20/00 (2019.01); G06T 7/00 (2017.01); G06T 15/20 (2011.01)
CPC G06T 11/005 (2013.01) [A61B 6/502 (2013.01); G06N 20/00 (2019.01); G06T 7/0012 (2013.01); G06T 15/205 (2013.01); G06T 2207/10072 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/30068 (2013.01)] 21 Claims
OG exemplary drawing
 
1. A method for processing breast tissue image data, comprising:
obtaining a set of image slices that collectively depict the patient's breast tissue;
identifying an image pattern in two or more slices of the set of image slices;
generating a high-dimensional object grid depicting the image pattern from the two or more slices of the set of image slices;
determining that the image pattern from the two or more slices of the set of image slices comprises one high-dimensional object having a high-dimensional feature; and
generating, based on the high-dimensional object grid and the determining that the image pattern from the two or more slices comprises one high-dimensional object, a lower-dimensional format image of the high-dimensional object depicting the high-dimensional feature.