no code implementations • 2 Feb 2024 • Wentao Chen, Jiwei Li, Xichen Xu, Hui Huang, Siyu Yuan, Miao Zhang, Tianming Xu, Jie Luo, Weimin Zhou
In this study, we investigated unsupervised learning methods for unpaired MRI to PET translation for generating pseudo normal FDG PET for epileptic focus localization.
no code implementations • 2 Feb 2024 • Wentao Chen, Xichen Xu, Jie Luo, Weimin Zhou
Recently, an augmented GAN architecture named AmbientGAN has been proposed that can be trained on noisy measurement data to synthesize high-quality clean medical images.
no code implementations • 2 Feb 2024 • Xichen Xu, Wentao Chen, Weimin Zhou
Ideally, computation of task-based measures of IQ needs to account for all sources of randomness in the measurement data, including the variability in the ensemble of objects to be imaged.