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. 24, 2021
Filed:
Jan. 19, 2016
Applicant:
Nantomics, Llc, Culver City, CA (US);
Inventor:
Christopher Szeto, Culver City, CA (US);
Assignee:
NantOmics, LLC, Culver City, CA (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); C12Q 1/6886 (2018.01); G16B 20/00 (2019.01); G16B 40/00 (2019.01); G16H 50/50 (2018.01); G06N 20/20 (2019.01); G16B 40/20 (2019.01); G16B 20/20 (2019.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); C12Q 1/6886 (2013.01); G16B 20/00 (2019.02); G16B 40/00 (2019.02); G16B 40/20 (2019.02); G16H 50/50 (2018.01); C12Q 2600/106 (2013.01); G06N 20/20 (2019.01); G16B 20/20 (2019.02);
Abstract
Contemplated systems and methods allow for prediction of chemotherapy outcome for patients diagnosed with high-grade bladder cancer. In particularly preferred aspects, the prediction is performed using a model based on machine learning wherein the model has a minimum predetermined accuracy gain and wherein a thusly identified model provides the identity and weight factors for omics data used in the outcome prediction.