Cargando…

T1-weighted and T2-weighted MRI image synthesis with convolutional generative adversarial networks

BACKGROUND: The objective of this study was to propose an optimal input image quality for a conditional generative adversarial network (GAN) in T1-weighted and T2-weighted magnetic resonance imaging (MRI) images. MATERIALS AND METHODS: A total of 2,024 images scanned from 2017 to 2018 in 104 patient...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kawahara, Daisuke, Nagata, Yasushi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Via Medica 2021
Materias:	Research Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8086713/ https://www.ncbi.nlm.nih.gov/pubmed/33948300 http://dx.doi.org/10.5603/RPOR.a2021.0005

Ejemplares similares

Image synthesis of effective atomic number images using a deep convolutional neural network-based generative adversarial network
por: Kawahara, Daisuke, et al.
Publicado: (2022)

Image synthesis of monoenergetic CT image in dual‐energy CT using kilovoltage CT with deep convolutional generative adversarial networks
por: Kawahara, Daisuke, et al.
Publicado: (2021)

Breast Ultrasound Image Synthesis using Deep Convolutional Generative Adversarial Networks
por: Fujioka, Tomoyuki, et al.
Publicado: (2019)

Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks
por: Chan, Karissa, et al.
Publicado: (2023)

Generative adversarial networks with adaptive normalization for synthesizing T2-weighted magnetic resonance images from diffusion-weighted images
por: Mao, Yanyan, et al.
Publicado: (2022)

Deep learning‐based auto segmentation using generative adversarial network on magnetic resonance images obtained for head and neck cancer patients
por: Kawahara, Daisuke, et al.
Publicado: (2022)

Photoacoustic image synthesis with generative adversarial networks
por: Schellenberg, Melanie, et al.
Publicado: (2022)

FDG-PET to T1 Weighted MRI Translation with 3D Elicit Generative Adversarial Network (E-GAN)
por: Bazangani, Farideh, et al.
Publicado: (2022)

Colonoscopic image synthesis with generative adversarial network for enhanced detection of sessile serrated lesions using convolutional neural network
por: Yoon, Dan, et al.
Publicado: (2022)

Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising
por: Wang, Huidong, et al.
Publicado: (2023)

Multi-Contrast MRI Image Synthesis Using Switchable Cycle-Consistent Generative Adversarial Networks
por: Zhang, Huixian, et al.
Publicado: (2022)

Generative adversarial networks for image generation
por: Mao, Xudong, et al.
Publicado: (2021)

Synthesis of T2-weighted images from proton density images using a generative adversarial network in a temporomandibular joint magnetic resonance imaging protocol
por: Lee, Chena, et al.
Publicado: (2022)

A partial convolution generative adversarial network for lesion synthesis and enhanced liver tumor segmentation
por: Liu, Yingao, et al.
Publicado: (2023)

CT-Based Pelvic T(1)-Weighted MR Image Synthesis Using UNet, UNet++ and Cycle-Consistent Generative Adversarial Network (Cycle-GAN)
por: Kalantar, Reza, et al.
Publicado: (2021)

Connectivity-informed drainage network generation using deep convolution generative adversarial networks
por: Kim, Sung Eun, et al.
Publicado: (2021)

Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss
por: Zhang, Lun, et al.
Publicado: (2022)

Generative adversarial networks and image-based malware classification
por: Nguyen, Huy, et al.
Publicado: (2023)

DGCNN: deep convolutional generative adversarial network based convolutional neural network for diagnosis of COVID-19
por: Laddha, Saloni, et al.
Publicado: (2022)

Stock Price Forecasting by a Deep Convolutional Generative Adversarial Network
por: Staffini, Alessio
Publicado: (2022)

Adversarial dense graph convolutional networks for single-cell classification
por: Wang, Kangwei, et al.
Publicado: (2023)

Generating Virtual Short Tau Inversion Recovery (STIR) Images from T1- and T2-Weighted Images Using a Conditional Generative Adversarial Network in Spine Imaging
por: Haubold, Johannes, et al.
Publicado: (2021)

Generative Adversarial Network Image Synthesis Method for Skin Lesion Generation and Classification
por: Mutepfe, Freedom, et al.
Publicado: (2021)

Beautification of images by generative adversarial networks
por: Music, Amar, et al.
Publicado: (2023)

Deep Convolutional Neural Networks With Ensemble Learning and Generative Adversarial Networks for Alzheimer’s Disease Image Data Classification
por: Logan, Robert, et al.
Publicado: (2021)

Automated Classification of Idiopathic Pulmonary Fibrosis in Pathological Images Using Convolutional Neural Network and Generative Adversarial Networks
por: Teramoto, Atsushi, et al.
Publicado: (2022)

FA-GAN: Fused attentive generative adversarial networks for MRI image super-resolution
por: Jiang, Mingfeng, et al.
Publicado: (2021)

Improved Classification of White Blood Cells with the Generative Adversarial Network and Deep Convolutional Neural Network
por: Almezhghwi, Khaled, et al.
Publicado: (2020)

Generative adversarial network based synthetic data training model for lightweight convolutional neural networks
por: Rather, Ishfaq Hussain, et al.
Publicado: (2023)

Retinal image synthesis from multiple-landmarks input with generative adversarial networks
por: Yu, Zekuan, et al.
Publicado: (2019)

Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
por: Denck, Jonas, et al.
Publicado: (2021)

COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network
Publicado: (2020)

Validation of Deep Convolutional Generative Adversarial Networks for High Energy Physics Calorimeter Simulations
por: Rehm, Florian, et al.
Publicado: (2021)

Emotion Recognition Based on EEG Using Generative Adversarial Nets and Convolutional Neural Network
por: Pan, Bo, et al.
Publicado: (2021)

Tomographic reconstruction with a generative adversarial network
por: Yang, Xiaogang, et al.
Publicado: (2020)

Phylogenetic inference using generative adversarial networks
por: Smith, Megan L, et al.
Publicado: (2023)

Generation of Human Micro-Doppler Signature Based on Layer-Reduced Deep Convolutional Generative Adversarial Network
por: Ostovan, Mahdi, et al.
Publicado: (2022)

Conditional Progressive Generative Adversarial Network for satellite image generation
por: Cardoso, Renato, et al.
Publicado: (2022)

MAGAN: Mask Attention Generative Adversarial Network for Liver Tumor CT Image Synthesis
por: Liu, Yang, et al.
Publicado: (2021)

Retrospective Motion Correction in Multishot MRI using Generative Adversarial Network
por: Usman, Muhammad, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_u5g10sgsiri7718d4ot1qs6dd6