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Generalized Image Embeddings for the MIMIC Chest X-Ray dataset

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DataCite Commons2023-03-15 更新2025-04-16 收录
下载链接:
https://physionet.org/content/image-embeddings-mimic-cxr/
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资源简介:
This database contains image embeddings from the DICOM images of the MIMIC V2.0.0 Chest X-Ray database, generated using the approach described in " _Simplified Transfer Learning for Chest Radiography Models Using Less Data_ ". The image embeddings are compact, information-rich numerical vectors that can be used for classification tasks. Given the nature of the embeddings, less compute resources and even less data are necessary to achieve the same classification performance as the full CXR image in training a model.
提供机构:
PhysioNet
创建时间:
2023-02-15
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