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. 10, 2023
Filed:
Feb. 08, 2022
Siemens Healthcare Gmbh, Erlangen, DE;
Mahmoud Mostapha, Princeton, NJ (US);
Boris Mailhe, Plainsboro, NJ (US);
Mariappan S. Nadar, Plainsboro, NJ (US);
Pascal Ceccaldi, New York, NY (US);
Youngjin Yoo, Princeton, NJ (US);
Siemens Healthcare GmbH, Erlangen, DE;
Abstract
For medical imaging such as MRI, machine training is used to train a network for segmentation using both the imaging data and protocol data (e.g., meta-data). The network is trained to segment based, in part, on the configuration and/or scanner, not just the imaging data, allowing the trained network to adapt to the way each image is acquired. In one embodiment, the network architecture includes one or more blocks that receive both types of data as input and output both types of data, preserving relevant features for adaptation through at least part of the trained network.