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Multimodal Continual Learning with Sonographer Eye-Tracking in Fetal Ultrasound

Deep networks have been shown to achieve impressive accuracy for some medical image analysis tasks where large datasets and annotations are available. However, tasks involving learning over new sets of classes arriving over extended time is a different and difficult challenge due to the tendency of...

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Podrobná bibliografie
Vydáno v:Simpl Med Ultrasound (2021)
Hlavní autoři: Patra, Arijit, Cai, Yifan, Chatelain, Pierre, Sharma, Harshita, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Médium: Artigo
Jazyk:Inglês
Vydáno: 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7612563/
https://ncbi.nlm.nih.gov/pubmed/35368448
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-87583-1_2
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