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- W4360601464 abstract "Deep learning based medical image diagnosis has shown great potential in clinical medicine. However, it often suffers two major difficulties in practice: 1) only limited labeled samples are available due to expensive annotation costs over medical images; 2) labeled images may contain considerable label noises (e.g., mislabeling labels) due to diagnostic difficulties. In this paper, we seek to exploit rich labeled data from relevant domains to help the learning in the target task with unsupervised domain adaptation (UDA). Unlike most existing UDA methods which rely on clean labeled data or assume samples are equally transferable, we propose a novel Collaborative Unsupervised Domain Adaptation algorithm to conduct transferability-aware domain adaptation and conquer label noise in a cooperative way. Promising empirical results verify the superiority of the proposed method." @default.
- W4360601464 created "2023-03-24" @default.
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- W4360601464 date "2019-11-17" @default.
- W4360601464 modified "2023-09-27" @default.
- W4360601464 title "Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis" @default.
- W4360601464 doi "https://doi.org/10.48550/arxiv.1911.07293" @default.
- W4360601464 hasPublicationYear "2019" @default.
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