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Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound

Self-supervised contrastive representation learning offers the advantage of learning meaningful visual representations from unlabeled medical datasets for transfer learning. However, applying current contrastive learning approaches to medical data without considering its domain-specific anatomical c...

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Podrobná bibliografie
Vydáno v:Comput Vis ECCV
Hlavní autoři: Fu, Zeyu, Jiao, Jianbo, Yasrab, Robail, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Médium: Artigo
Jazyk:Inglês
Vydáno: 2022
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614575/
https://ncbi.nlm.nih.gov/pubmed/37250853
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-031-25066-8_23
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