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:
Jun. 25, 2024
Filed:
May. 07, 2020
Applicant:
Apixio, Llc, San Mateo, CA (US);
Inventors:
John Zhu, San Mateo, CA (US);
Noah Lieberman, San Francisco, CA (US);
Ha Pham, Los Altos, CA (US);
Vishnuvyas Sethumadhavan, Mountain View, CA (US);
Assignee:
Apixio, LLC, San Mateo, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 10/60 (2018.01); G06F 18/21 (2023.01); G06F 18/231 (2023.01); G06F 18/2413 (2023.01); G06V 30/413 (2022.01); G16H 15/00 (2018.01); G16H 40/20 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
U.S. Cl.
CPC ...
G16H 10/60 (2018.01); G06F 18/2178 (2023.01); G06F 18/231 (2023.01); G06F 18/24147 (2023.01); G06V 30/413 (2022.01); G16H 15/00 (2018.01); G16H 40/20 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
Abstract
An electronic medical record (EMR) analysis machine automatically clusters electronic medical records to produce an initial EMR analysis model and to identify high-value EMR documents such that human analysts can focus effort on labeling only high-value EMR documents to iteratively and extremely efficiently train an EMR analysis model. High-value sample EMR documents are identified as those whose membership in one or more clusters is most ambiguous, i.e., nearest the cluster boundary.