Article

Edge information preserving generative adversarial network combining Transformer and multi-scale fusion for MRI modality transfer

2024-03-13

Abstract excerpt

<title>Abstract</title> <p>Magnetic Resonance Imaging (MRI) is a multi-sequence imaging technology that assists clinicians in diagnosis. However, due to factors such as long scanning time, inability of patients to cooperate, and high cost of obtaining the full sequence, clinically only Part of the comparison sequence. However, often missing sequences can help diagnose clinical diseases. Therefore, generating miss...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: cdd08622-0332-5818-82bc-6a221c1938aa
DOI: 10.21203/rs.3.rs-4035697/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Edge information preserving generative adversarial network combining Transformer and multi-scale fusion for MRI modality transferDOI 10.21203/rs.3.rs-4035697/v1Read

Brain MRI Technics Images Translation by Generative Adversarial NetworkSemantic proximity Read

Medical Image to Image Translation using Multi Label Activated Gradients for General Adversial Networks ((MLAG GAN))Semantic proximity Read

GAN-Based Brain MRI-to-CT Image Synthesis: A Comparative Review of Cross-Modality Translation MethodsSemantic proximity Read

Comparative Evaluation of U-Net-Based Conditioned Diffusion Model and Cycle-GAN for Unpaired CT-MRI Brain Image Synthesis with XAI ValidationSemantic proximity Read

MRI-GAN: MRI and Tissues Transfer Using Generative Adversarial Networks<strong> </strong>Semantic proximity Read

Contrast-enhanced Liver MR Synthesis using Gradient Regularized Multi-Modal Multi-Discrimination Sparse Attention Fusion GANSemantic proximity Read

Dual-Stream Contrastive Latent Learning GAN for Brain Image Synthesis and Tumor ClassificationSemantic proximity Read

Enhancing pix2pix with Swin Transformer for Cross Modal Brain CT-MR synthesisSemantic proximity Read

Prediction of Prognosis in Glioblastoma with Radiomics Features extracted by Synthetic MR Image using Cycle-consistent GANSemantic proximity Read

A Novel Quad-Path GAN for Bidirectional Brain Image Translation Between CT and MRISemantic proximity Read

CT-to-MRI Synthesis with Dual CycleGAN: Advancing Radiotherapy Planning in Brain Glioblastoma MultiformSemantic proximity Read

Transfer Learning using Generative Adversarial Networks for MRI Brain Image SegmentationSemantic proximity Read