Stellate Ganglion Block: What It Is, Uses, Side Effects & Risks
A stellate ganglion block is an injection of medication into a collection of nerves at the bottom of the front side of your neck. It can help treat a variety of circulation and pain conditions, such as …
CT synthesis from MRI using multi-cycle GAN for head-and-neck radiation ...
2021年7月1日 · In this work, we proposed a Multi-Cycle GAN method for unpair head and neck MRI-to-CT synthesis. The experiment results in Table 1 demonstrate our superior …
Generative Adversarial Network–based Noncontrast CT …
2023年11月14日 · In this work, we developed a generative adversarial network (GAN)–based imaging model for the neck and abdomen that generates CT angiography (CTA)–like images …
Channel-wise attention enhanced and structural similarity …
2024年3月14日 · Recently, increasing interest focused on generative adversarial network (GAN) and its variants, the GAN-based architecture has been demonstrated to synthesize high …
Materials and Methods: A generative adversarial network (GAN)–based CTA imaging model was trained, validated, and tested on retrospectively collected pairs of noncontrast CT and CTA …
GAN（生成对抗网络）的系统全面介绍（醍醐灌顶）-CSDN博客
2024年10月20日 · 生成对抗网络（GAN，Generative Adversarial Network）是一种深度学习模型，由Ian Goodfellow等人在2014年提出。GAN的核心思想是通过训练两个神经网络——生成 …
Deep learning‐based auto segmentation using generative …
2022年3月9日 · Adaptive radiotherapy requires auto-segmentation in patients with head and neck (HN) cancer. In the current study, we propose an auto-segmentation model using a generative …
Deep learning-based metal artifact reduction using cycle …
2020年10月1日 · We developed a DL-MAR algorithm using CycleGAN with unpaired data for patients with dental fillings. The proposed method was evaluated for its performance for …
Compensation cycle consistent generative adversarial networks (Comp‐GAN ...
2023年1月25日 · We proposed a novel Compensation-cycleGAN (Comp-cycleGAN) by modifying the cycle-consistent generative adversarial network (cycleGAN), to simultaneously create …
Synthetic CT generation based on multi-sequence MR using
2024年6月22日 · In this study, 143 patients’ head and neck MR sequence (T1, T2, T1C, and T1DIXONC) and CT imaging data were acquired. The generator and discriminator of …