Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation

Álvaro Gomariz; Huanxiang Lu; Yun Yvonna Li; Thomas Albrecht; Andreas Maunz; Fethallah Benmansour; Alessandra M. Valcarcel; Jennifer Luu; Daniela Ferrara; Orçun Göksel

doi:10.1007/978-3-031-16452-1_34

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Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation

Álvaro Gomariz Huanxiang Lu Yun Yvonna Li Thomas Albrecht Andreas Maunz Fethallah Benmansour Alessandra M. Valcarcel Jennifer Luu Daniela Ferrara Orçun Göksel

Year: 2022 Lecture notes in computer science Pages: 351-361 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-031-16452-1_34

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Keywords:

Computer science Artificial intelligence Segmentation Pattern recognition (psychology) Domain adaptation Domain (mathematical analysis) Feature (linguistics) Pooling Similarity (geometry) Sørensen–Dice coefficient Image segmentation Computer vision Image (mathematics)

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Retinal Imaging and Analysis

Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

Domain Adaptation and Few-Shot Learning

Physical Sciences → Computer Science → Artificial Intelligence

AI in cancer detection

Physical Sciences → Computer Science → Artificial Intelligence

Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation

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