MAN-GAN: a mask-adaptive normalization based generative adversarial networks for liver multi-phase CT image generation

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...

Full description

Saved in:
Bibliographic Details
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
Series:Scientific Reports
Subjects:
Multiphase enhanced computed tomography
Generative adversarial networks
Image synthesis
Online Access:https://doi.org/10.1038/s41598-025-10754-z
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-025-10754-z

Similar Items