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:
Sep. 09, 2025
Filed:
Dec. 12, 2022
GE Precision Healthcare Llc, Wauwatosa, WI (US);
Hongxu Yang, Utrecht, NL;
Gopal Biligeri Avinash, Concord, CA (US);
Lehel Mihály Ferenczi, Budapest, HU;
Xiaomeng Dong, San Ramon, CA (US);
Najib Akram Maheen Aboobacker, Thuckalay, IN;
Gireesha Chinthamani Rao, Pewaukee, WI (US);
Tao Tan, Eindhoven, NL;
German Guillermo Vera Gonzalez, Menomonee Falls, WI (US);
GE PRECISION HEALTHCARE LLC, Waukesha, WI (US);
Abstract
Systems/techniques that facilitate improved deep learning image processing are provided. In various embodiments, a system can access a medical image, wherein pixels or voxels of the medical image can be allocated among a plurality of regions. In various aspects, the system can generate, via execution of a deep learning neural network on the medical image, a set of region-wise parameter maps, wherein a region-wise parameter map can consist of one predicted parameter per region of the medical image. In various instances, the system can generate a transformed version of the medical image by feeding the set of region-wise parameter maps to an analytical transformation function. In various cases, the system can render the transformed version of the medical image on an electronic display. In various aspects, the plurality of regions can be irregular or tissue-based.