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.

Date of Patent:
May. 23, 2023

Filed:

Dec. 15, 2020
Applicant:

GE Precision Healthcare Llc, Milwaukee, WI (US);

Inventors:

Vikram Melapudi, Bengaluru, IN;

Bipul Das, Chennai, IN;

Krishna Seetharam Shriram, Bengaluru, IN;

Prasad Sudhakar, Bengaluru, IN;

Rakesh Mullick, Bengaluru, IN;

Sohan Rashmi Ranjan, Bengaluru, IN;

Utkarsh Agarwal, Bengaluru, IN;

Assignee:

GE PRECISION HEALTHCARE LLC, Wauwatosa, WI (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 5/00 (2006.01); G06T 7/10 (2017.01); G06T 11/00 (2006.01); A61B 6/00 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); A61B 6/482 (2013.01); G06T 5/00 (2013.01); G06T 7/10 (2017.01); G06T 11/003 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/10104 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/20081 (2013.01);
Abstract

Techniques are provided for generating enhanced image representations from original X-ray images using deep learning techniques. In one embodiment, a system is provided that includes a memory storing computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can include a reception component, an analysis component, and an artificial intelligence component. The analysis component analyzes the original X-ray image using an AI-based model with respect to a set of features of interest. The AI component generates a plurality of enhanced image representations. Each enhanced image representation highlights a subset of the features of interest and suppresses remaining features of interest in the set that are external to the subset.


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