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:
Feb. 22, 2022

Filed:

Mar. 21, 2018
Applicant:

Om1, Inc., Boston, MA (US);

Inventors:

Constantinos Ioannis Boussios, Chelsea, MA (US);

Richard Gliklich, Weston, MA (US);

Francis Thomas O'Donovan, Arlington, MA (US);

Assignee:

OM1, lnc., Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 10/60 (2018.01); G06N 5/02 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G16H 10/60 (2018.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01);
Abstract

A health care information system generates information that describes how different inputs to a model affect the output of the model, by creating a localized model for a given entity, and determining how the output of the localized model for the given entity changes in response to different inputs. The computer system builds the localized model for a given entity based on the model and on data values for the given entity. The computer system inputs one or more different data values for selected input features of the localized model, while data values for the remaining input features of the localized model are fixed to data values for the given entity, and obtains corresponding outputs from the localized model. The results from this localized model for the given entity indicate which of the selected input features have the most impact on the output of the model for that entity.


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