Uncertainty estimation for heatmap-based landmark localization

Schobs, L. orcid.org/0000-0001-6942-1194, Swift, A.J. orcid.org/0000-0002-8772-409X and Lu, H. orcid.org/0000-0002-0349-2181 (2022) Uncertainty estimation for heatmap-based landmark localization. IEEE Transactions on Medical Imaging. ISSN 0278-0062

Abstract

Metadata

Item Type: Article
Authors/Creators:
Copyright, Publisher and Additional Information:

© 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works. Reproduced in accordance with the publisher's self-archiving policy.

Keywords: confidence; heatmaps; landmark localization; Uncertainty estimation; U-Net
Dates:
  • Published (online): 16 November 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
The University of Sheffield > Faculty of Medicine, Dentistry and Health (Sheffield) > Department of Infection, Immunity and Cardiovascular Disease
Funding Information:
Funder
Grant number
WELLCOME TRUST (THE)
205188/Z/16/Z
WELLCOME TRUST (THE)
215799/Z/19/Z
Engineering and Physical Sciences Research Council
2274702
Depositing User: Symplectic Sheffield
Date Deposited: 12 Jan 2023 16:55
Last Modified: 16 Nov 2023 01:13
Status: Published
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Refereed: Yes
Identification Number: 10.1109/tmi.2022.3222730
Related URLs:
Open Archives Initiative ID (OAI ID):

Export

Statistics