Transfusion: Understanding Transfer Learning for Medical Imaging

NeurIPS, pp. 3342-3352, 2019.

Cited by: 54|Bibtex|Views55|
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Keywords:
transfer learningperformance evaluation

Abstract:

Transfer learning from natural image datasets, particularly IMAGENET, using standard large models and corresponding pretrained weights has become a de-facto method for deep learning applications to medical imaging. However, there are fundamental differences in data sizes, features and task specifications between natural image classificati...More

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