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:
Dec. 27, 2022

Filed:

May. 14, 2020
Applicant:

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

Inventors:

Adrian Vrouwenvelder, Chapel Hill, NC (US);

Stephen Alan Carraway, Durham, NC (US);

Kimberly Diane Kenna, Cary, NC (US);

John Hefferman, Durham, NC (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 10/20 (2018.01); G16H 40/20 (2018.01); G16H 50/70 (2018.01); G06N 3/04 (2006.01); G06Q 50/30 (2012.01); G08G 1/01 (2006.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G16H 10/20 (2018.01); G06N 3/0454 (2013.01); G16H 40/20 (2018.01); G16H 50/70 (2018.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 50/30 (2013.01); G08G 1/0141 (2013.01); G16H 50/20 (2018.01);
Abstract

A method, computing platform, and computer program product are provided for monitoring a clinical trial. A computer platform receives, for the clinical trial, study design information including a set of parameters and corresponding parameter values related to travel constraints of a subject for the clinical trial. The computer platform applies the study design information and the corresponding parameter values to a trained machine learning model to calculate a predicted travel score indicative of a travel burden for the subject. When the travel score fails to satisfy a travel score threshold, the computer platform determines at least one suggestion for adjusting the travel score and the at least one suggestion is output. The computer platform outputs the predicted travel score.


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