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:
Jun. 13, 2023

Filed:

Apr. 25, 2019
Applicant:

Medtronic Ireland Manufacturing Unlimited Company, Dublin, IE;

Inventor:

Abhijeet Dubhashi, Cotati, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/20 (2006.01); A61B 5/021 (2006.01); G06N 3/08 (2006.01); G16H 10/60 (2018.01); G16H 50/30 (2018.01); A61B 5/00 (2006.01); A61B 5/02 (2006.01);
U.S. Cl.
CPC ...
A61B 5/201 (2013.01); A61B 5/02108 (2013.01); A61B 5/6824 (2013.01); A61B 5/7267 (2013.01); G06N 3/08 (2013.01); A61B 5/02007 (2013.01); G16H 10/60 (2018.01); G16H 50/30 (2018.01);
Abstract

Example devices, systems, and techniques predict renal denervation efficacy for reducing hypertension in a patient based on pulse information. For example, a system may include processing circuitry configured to obtain pulse information representative of pulses from both wrists of a patient, obtain a plurality of values representative of respective patient metrics for the patient, and apply the pulse information and the plurality of values to a deep learning model trained to represent a relationship of the pulse information and the patient metrics to an efficacy of renal denervation in reducing hypertension. In some examples, responsive to applying the pulse information and the plurality of values to the deep learning model, the processing circuitry obtains, from the deep learning model, a score indicative of renal denervation efficacy in reducing hypertension for the patient, and generates a graphical user interface comprising a graphical representation of the score for the patient.


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