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:
Dec. 22, 2020
Filed:
Mar. 24, 2017
Applicants:
Martin Kramer, Erlangen, DE;
Olivier Pauly, Munich, DE;
Inventors:
Martin Kramer, Erlangen, DE;
Olivier Pauly, Munich, DE;
Assignee:
SIEMENS HEALTHCARE GMBH, Erlangen, DE;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 50/70 (2018.01); G16H 50/20 (2018.01); G16H 10/60 (2018.01); G06N 20/00 (2019.01); G06F 19/00 (2018.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G16H 50/70 (2018.01); G06F 19/00 (2013.01); G06F 19/32 (2013.01); G06N 3/082 (2013.01); G06N 3/084 (2013.01); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 50/20 (2018.01);
Abstract
In order to compare high-dimensional, multi-modal data for a patient to data for other patients, deep learning is used to encode original, multi-modal data for a patient into a compact signature. The compact signature is compared to predetermined compact signatures generated for other patients, and similar predetermined compact signatures are identified based on the comparison. A clinical outcome may be predicted based on the similar predetermined compact signatures that are identified.