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Quality-aware semi-supervised learning for CMR segmentation

One of the challenges in developing deep learning algorithms for medical image segmentation is the scarcity of annotated training data. To overcome this limitation, data augmentation and semi-supervised learning (SSL) methods have been developed. However, these methods have limited effectiveness as...

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Bibliografiset tiedot
Julkaisussa:Stat Atlases Comput Models Heart
Päätekijät: Ruijsink, Bram, Puyol-Antón, Esther, Li, Ye, Bai, Wenja, Kerfoot, Eric, Razavi, Reza, King, Andrew P.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2020
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC7611307/
https://ncbi.nlm.nih.gov/pubmed/34286332
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-68107-4_10
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