Version 1.0
Generalized Image Embeddings for the MIMIC Chest X-Ray dataset
View DatasetSellergren, Andrew;Kiraly, Atilla;Pollard, Tom;Weng, Wei-Hung;Liu, Yun;Uddin, Akib;Chen, Christina
Description
This database contains image embeddings from the DICOM images of the MIMICV2.0.0 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 canbe used for classification tasks. Given the nature of the embeddings, lesscompute resources and even less data are necessary to achieve the sameclassification performance as the full CXR image in training a model.
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Metrics Over Time
Publication Details
Subfield
Computer Vision and Pattern Recognition
Field
Computer Science
Domain
Physical Sciences
Confidence Score
49%
Source
Scholar Data Model