MAN-GAN: a mask-adaptive normalization based generative adversarial networks for liver multi-phase CT image generation
Abstract Liver multiphase enhanced computed tomography (MPECT) is vital in clinical practice, but its utility is limited by various factors. We aimed to develop a deep learning network capable of automatically generating MPECT images from standard non-contrast CT scans. Dataset 1 included 374 patien...
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| Main Authors: | Wei Zhao, Wenting Chen, Li Fan, Youlan Shang, Yisong Wang, Weijun Situ, Wenzheng Li, Tianming Liu, Yixuan Yuan, Jun Liu |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-10754-z |
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