Generative adversarial network-created brain SPECTs of cerebral ischemia are indistinguishable to scans from real patients

Generative adversarial network-created brain SPECTs of cerebral ischemia are indistinguishable to scans from real patients

Abstract Deep convolutional generative adversarial networks (GAN) allow for creating images from existing databases. We applied a modified light-weight GAN (FastGAN) algorithm to cerebral blood flow SPECTs and aimed to evaluate whether this technology can generate created images close to real patien...

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Bibliographic Details
Main Authors: Rudolf A. Werner, Takahiro Higuchi, Naoko Nose, Fujio Toriumi, Yohji Matsusaka, Ichiei Kuji, Koshino Kazuhiro
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-23325-3

Internet

https://doi.org/10.1038/s41598-022-23325-3

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