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:
Jan. 17, 2023

Filed:

Feb. 25, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Eric W Will, Rochester, MN (US);

Adam Clark, Mantorville, MN (US);

Kimberly Diane Kenna, Cary, NC (US);

Assignee:

MERATIVE US L.P., Ann Arbor, MI (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 10/20 (2018.01); G06N 20/00 (2019.01); G06F 40/30 (2020.01); G06F 40/205 (2020.01);
U.S. Cl.
CPC ...
G16H 10/20 (2018.01); G06F 40/205 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01);
Abstract

Methods and apparatuses for performing clinical trial editing using machine learning are provided. One example method generally includes receiving information of a first clinical trial that is being drafted and identifying, in a corpus of literature, a plurality of documents that are relevant to the first clinical trial, based on the title of the first clinical trial. The method further includes providing the plurality of documents and the plurality of criteria to a machine learning model configured to output for each respective criterion of the plurality of criteria, a confidence value for the respective criterion, receiving as output from the machine learning model the confidence value for each respective criterion and, upon determining that a first criterion has a first confidence value below a predefined threshold, prompting a user to verify the first criterion.


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