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Apr, 2023
UniverSeg:通用医学图像分割
UniverSeg: Universal Medical Image Segmentation
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Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma, Mert R. Sabuncu, John Guttag...
TL;DR
UniverSeg利用新的交叉块机制解决了无需额外训练的医学图像分割任务,其中使用的MegaMedical数据集包含53个开放数据集,22,000个扫描,UniverSeg在各种解剖学和成像模式下的训练使其能够在新任务中表现出色。
Abstract
While
deep learning
models have become the predominant method for
medical image segmentation
, they are typically not capable of generalizing to unseen segmentation tasks involving new anatomies, image modalities,
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