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eess.IV2022★ 47 cited
medigan: a Python library of pretrained generative models for medical image synthesis
Richard Osuala, Grzegorz Skorupko, Noussair Lazrak +9
Synthetic data generated by generative models can enhance the performance and capabilities of data-hungry deep learning models in medical imaging. However, there is (1) limited ava…
eess.IV2019★ 22 cited
Lung cancer screening with low-dose CT scans using a deep learning approach
Jason L. Causey, Yuanfang Guan, Wei Dong +4
Lung cancer is the leading cause of cancer deaths. Early detection through low-dose computed tomography (CT) screening has been shown to significantly reduce mortality but suffers…