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.
Patent No.:
Date of Patent:
Mar. 08, 2022
Filed:
Nov. 09, 2018
Applicant:
Aptima, Inc., Woburn, MA (US);
Inventors:
Andonis Mitidis, Rogers, AR (US);
Jeanine Ayers, Gibsonia, PA (US);
Assignee:
Aptima, Inc., Woburn, MA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 50/70 (2018.01); G16H 10/60 (2018.01); G16H 50/20 (2018.01); G16H 50/30 (2018.01); G16H 80/00 (2018.01); A61B 5/00 (2006.01);
U.S. Cl.
CPC ...
G16H 50/70 (2018.01); G16H 10/60 (2018.01); G16H 50/20 (2018.01); A61B 5/4842 (2013.01); G16H 50/30 (2018.01); G16H 80/00 (2018.01);
Abstract
Methods for selecting treatment paths are disclosed generally comprising the steps of: (a) discovering a set of treatment path clusters based on latent patterns in historical patient trace data, (b) building a set of binary classifiers based on historical patient trace data, historical patient data and target outcomes, and (c) given the treatment path clusters, actual patient data, and a selected target outcome, applying the binary classifiers to predict a treatment path for a new patient that optimizing the selected target outcome. Processor based systems to implement the methods are also disclosed.