title:: US10614597B2 — Method and data processing unit for optimizing an image reconstruction algorithm
patent:: US10614597B2
status:: granted 2020-04-07 · Active
filed:: 2017-07-26
assignee:: Siemens Healthcare GmbH
people:: Philipp HOELZER, Razvan Ionasec
domain:: Machine Learning, Computer Vision, Medical Imaging, Clinical Workflow
link:: https://patents.google.com/patent/US10614597B2/en
Figure 1 from the published patent document. Patent drawings are public records.
Abstract
A method includes provisioning a set of training data sets, each of the training data sets respectively including an acquisition data set; generating a first medical image for each of the training data sets of at least one first subset of the set of training data sets using the image reconstruction algorithm based on a respective acquisition data set; determining an image processing result for each of the respective first medical images using an image processing algorithm based on the respective first medical image; determining image processing information for each of the respective first medical images relating to a quality of the respective image processing result based on the respective image processing result; and optimizing the image reconstruction algorithm based on a first machine learning algorithm, the at least one first subset of the set of training data sets and the image processing information for the respective first medical images.
Data Points
- US10614597B2 — granted US patent (kind code B2)
- Filed 2017-07-26, granted 2020-04-07
- Legal status today — Active
- Assignee — Siemens Healthcare GmbH
- Co-inventors — Philipp HOELZER
Part of the complete record in Patents.
