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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.:

US 12667258 B1

PDFFull Text
Date of Patent:
Jun. 30, 2026

Filed:

Aug. 15, 2019

System of machine-learning mediated image analysis to aid predictive mri-guided hyperthermia treatments

Applicant:

Astrid Pharma Corp., Davis, CA (US);

Inventors:

R. Holland Cheng, Davis, CA (US);

Mohammad A. Baikoghli, Davis, CA (US);

Assignee:

ASTRID PHARMA CORP, Davis, CA (US);

Attorney:

Haverstock & Owens, A Law Corporation

Primary Examiner:

Andrew W Begeman

Int. Cl.
CPC ...
A61B 5/00 (2006.01); A61N 7/02 (2006.01); G06T 7/00 (2017.01); G16H 20/40 (2018.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); A61N 7/00 (2006.01);
U.S. Cl.
CPC ...
A61B 5/0036 (2018.08); A61B 5/7267 (2013.01); A61B 5/745 (2013.01); A61B 5/7485 (2013.01); A61N 7/02 (2013.01); G06T 7/0012 (2013.01); G16H 20/40 (2018.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); A61B 2576/00 (2013.01); A61N 2007/0004 (2013.01); G06T 2200/24 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30096 (2013.01);
Abstract

A new generation of precision medicine with interfaces processing the predictive feedback over the course of hyperthermia treatment sessions is provided. Implementation of MR-thermometry measurements and real-time spatial imaging can resolve many of the limiting factors currently associated with hyperthermia treatment. More significantly, implementation of artificial intelligence (machine learning) mediated image analysis and database construction can provide the international community with standards for monitoring, and thermal dose calibration.

Find Patent Forward Citations

Cheng, R.. (2026). System of machine-learning mediated image analysis to aid predictive mri-guided hyperthermia treatments (U.S. Patent No. 12667258). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12667258

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