Fast Multiple Landmark Localisation Using a Patch-based Iterative Network

We propose a new Patch-based Iterative Network (PIN) for fast and accurate landmark localisation in 3D medical volumes. PIN utilises a Convolutional Neural Network (CNN) to learn the spatial relationship between an image patch and anatomical landmark positions. During inference, patches are repeated...

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Pubblicato in:Med Image Comput Comput Assist Interv
Autori principali: Li, Yuanwei, Alansary, Amir, Cerrolaza, Juan J., Khanal, Bishesh, Sinclair, Matthew, Matthew, Jacqueline, Gupta, Chandni, Knight, Caroline, Kainz, Bernhard, Rueckert, Daniel
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2018
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7610892/
https://ncbi.nlm.nih.gov/pubmed/34095901
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00928-1_64
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