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:
Aug. 20, 2019

Filed:

Jul. 31, 2014
Applicant:

The Johns Hopkins University, Baltimore, MD (US);

Inventors:

Michael A. Jacobs, Sparks, MD (US);

Alireza Akhbardeh, Baltimore, MD (US);

Assignee:

The Johns Hopkins University, Baltimore, MD (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 11/00 (2006.01); A61B 5/055 (2006.01); A61B 5/00 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0016 (2013.01); A61B 5/055 (2013.01); A61B 5/4312 (2013.01); G06T 11/005 (2013.01); G06T 2207/10072 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/20064 (2013.01); G06T 2207/30068 (2013.01);
Abstract

The present invention provides a method for detection of different ontologies using advanced unsupervised machine learning which will be used to visualize factors not visible to the human observer, such as unknown characteristics between imaging datasets and other factors to provide insights into the structure of the data. This methodology is referred to herein as Contribution Scattergram. An example includes using radiological images to determine a relationship in dimension, structure, and distance between each parameter. This information can be used to determine if changes in the images have occurred and for treatment response.


Find Patent Forward Citations

Jacobs, Michael. (2019). Advanced treatment response prediction using clinical parameters and advanced unsupervised machine learning: the contribution scattergram (U.S. Patent No. 10388017). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10388017

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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