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:
Oct. 08, 2024
Filed:
Mar. 12, 2021
Siemens Healthineers Ag, Forchheim, DE;
Eli Gibson, Plainsboro, NJ (US);
Bogdan Georgescu, Princeton, NJ (US);
Pascal Ceccaldi, New York, NY (US);
Youngjin Yoo, Princeton, NJ (US);
Jyotipriya Das, Plainsboro, NJ (US);
Thomas Re, New York, NY (US);
Eva Eibenberger, Nuremberg, DE;
Andrei Chekkoury, Erlangen, DE;
Barbara Brehm, Forchheim, DE;
Thomas Flohr, Uehlfeld, DE;
Dorin Comaniciu, Princeton, NJ (US);
Pierre-Hugo Trigan, Saint Martin du Manoir, FR;
Siemens Healthineers AG, Forchheim, DE;
Abstract
Systems and method for performing a medical imaging analysis task for making a clinical decision are provided. One or more input medical images of a patient are received. A medical imaging analysis task is performed from the one or more input medical images using a machine learning based network. The machine learning based network generates a probability score associated with the medical imaging analysis task. An uncertainty measure associated with the probability score is determined. A clinical decision is made based on the probability score and the uncertainty measure.