DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data

DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data

Blood vessels of the brain provide the human brain with the required nutrients and oxygen. As a vulnerable part of the cerebral blood supply, pathology of small vessels can cause serious problems such as Cerebral Small Vessel Diseases (CSVD). It has also been shown that CSVD is related to neurodegen...

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Bibliographic Details
Main Authors: Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Chompunuch Sarasaen, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Journal of Imaging
Subjects:
small vessel segmentation
deep learning
MR angiograms
7 Tesla MRA
TOF-MRA
high-resolution MRA
Online Access:https://www.mdpi.com/2313-433X/8/10/259

Internet

https://www.mdpi.com/2313-433X/8/10/259

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