Output details
11 - Computer Science and Informatics
Imperial College London
Article title
LEAP: learning embeddings for atlas propagation.
Type
D - Journal article
Title of journal
Neuroimage
Article number
-
Volume number
49
Issue number
2
First page of article
1316
ISSN of journal
1095-9572
Year of publication
2010
URL
-
Number of additional authors
5
Additional information
<23>This is the first work to use manifold learning for propagating information across entire populations of images for the purposes of image segmentation. The technology described in the paper has been patented and is currently being actively commercialized by the Imperial College spin-off company IXICO (http://www.ixico.com/). In addition, the publication has had significant impact in informing healthcare policy: The European Medicine Agency (EMA) has issued a positive opinion on the use of the technology to enhance recruitment into regulated clinical trials in the pre‐dementia stage of Alzheimer’s disease. The opinion of the EMA directly refers to this paper.
Interdisciplinary
Yes
Cross-referral requested
-
Research group
C - Visual Information Processing
Citation count
56
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
