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:
Apr. 25, 2023

Filed:

Apr. 19, 2018
Applicants:

Koninklijke Philips N.v., Eindhoven, NL;

The University of Chicago, Chicago, IL (US);

Inventors:

Merlijn Sevenster, Haarlem, NL;

Sandeep Madhukar Dalal, Winchester, MA (US);

Amir Mohammad Tahmasebi Maraghoosh, Arlington, MA (US);

Paul Joseph Chang, Chicago, IL (US);

Assignee:

Koninklijke Philips N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 15/00 (2018.01); G06N 20/00 (2019.01); G06F 40/205 (2020.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G16H 15/00 (2018.01); G06F 40/205 (2020.01); G06K 9/6262 (2013.01); G06N 20/00 (2019.01);
Abstract

A system () includes an end point prediction engine () that predicts an end point () using a machine learning model () and one or more clinical report objects () for a patient, wherein the machine learning model inputs the one or more clinical report objects and outputs the predicted end point according to phrases or n-grams in the one or more clinical report objects. An end point visualization interface () visualizes the predicted end point () using a scorecard () or a timeline (). An end point modeling engine () generates the machine learning model from training data that includes validated end points () and clinical report objects ().


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