medigan : a Python library of pretrained generative models for medical image synthesis.

Journal of medical imaging (Bellingham, Wash.)(2023)

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摘要
allows researchers and developers to create, increase, and domain-adapt their training data in just a few lines of code. Capable of enriching and accelerating the development of clinical machine learning models, we show 's viability as platform for generative model sharing. Our multimodel synthetic data experiments uncover standards for assessing and reporting metrics, such as FID, in image synthesis studies.
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关键词
Python,deep learning,generative adversarial networks,image synthesis,synthetic data
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