Self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation

Although deep learning-based computer-aided diagnosis systems have recently achieved expert-level performance, developing a robust model requires large, high-quality data with annotations that are expensive to obtain. This situation poses a conundrum that annually-collected chest x-rays cannot be ut...

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Bibliographic Details
Main Authors: Kim, G. (Author), Kim, J.H (Author), Lee, S.M (Author), Lim, J.-K (Author), Moon, S. (Author), Oh, Y. (Author), Park, C.M (Author), Park, S. (Author), Seo, J.B (Author), Ye, J.C (Author)
Format: Article
Language:English
Published: Nature Research 2022
Online Access:View Fulltext in Publisher