The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 15, 2023
Filed:
Nov. 10, 2020
GE Precision Healthcare Llc, Milwaukee, WI (US);
Tao Tan, Eindhoven, NL;
Gopal B. Avinash, San Ramon, CA (US);
Máté Fejes, Szeged, HU;
Ravi Soni, San Ramon, CA (US);
Dániel Attila Szabó, Debrecen, HU;
Rakesh Mullick, Bengaluru, IN;
Vikram Melapudi, Bangalore, IN;
Krishna Seetharam Shriram, Bengaluru, IN;
Sohan Rashmi Ranjan, Bangalore, IN;
Bipul Das, Chennai, IN;
Utkarsh Agrawal, Bengaluru, IN;
László Ruskó, Budapest, HU;
Zita Herczeg, Szeged, HU;
Barbara Darázs, Szeged, HU;
GE PRECISION HEALTHCARE LLC, Wauwatosa, WI (US);
Abstract
Techniques are described for generating mono-modality training image data from multi-modality image data and using the mono-modality training image data to train and develop mono-modality image inferencing models. A method embodiment comprises generating, by a system comprising a processor, a synthetic 2D image from a 3D image of a first capture modality, wherein the synthetic 2D image corresponds to a 2D version of the 3D image in a second capture modality, and wherein the 3D image and the synthetic 2D image depict a same anatomical region of a same patient. The method further comprises transferring, by the system, ground truth data for the 3D image to the synthetic 2D image. In some embodiments, the method further comprises employing the synthetic 2D image to facilitate transfer of the ground truth data to a native 2D image captured of the same anatomical region of the same patient using the second capture modality.