Brain MRI Super Resolution Using 3D Deep Densely Connected Neural Networks

8 January 2018

Papers citing "Brain MRI Super Resolution Using 3D Deep Densely Connected Neural Networks"

30 / 30 papers shown

Title
Self-supervised arbitrary scale super-resolution framework for anisotropic MRI Haonan Zhang Yuhan Zhang Qing Wu Jiangjie Wu Z. Zhen Feng Shi Jianmin Yuan Hongjiang Wei Chen Liu Yuyao Zhang 33 9 0 02 May 2023
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann MedIm 43 4 0 24 Mar 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 34 5 0 22 Feb 2023
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal Yikang Liu Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 37 0 0 06 Feb 2023
Affine Transformation Edited and Refined Deep Neural Network for Quantitative Susceptibility Mapping Z. Xiong Yang Gao Feng Liu Hongfu Sun MedIm 16 10 0 25 Nov 2022
Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction Gang Yang Li Zhang Man Zhou Aiping Liu Xun Chen Zhiwei Xiong Feng Wu MedIm 34 14 0 15 Sep 2022
Magnitude-image based data-consistent deep learning method for MRI super resolution Ziyan Lin Zihao Chen SupR MedIm 16 2 0 07 Sep 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 32 5 0 24 Jul 2022
Single MR Image Super-Resolution using Generative Adversarial Network Shawkh Ibne Rashid Elham Shakibapour Mehran Ebrahimi GAN MedIm 24 8 0 16 Jul 2022
Cross-Modality High-Frequency Transformer for MR Image Super-Resolution Chaowei Fang Di Zhang Liang Wang Yulun Zhang Lechao Cheng Junwei Han ViT MedIm 29 46 0 29 Mar 2022
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution Guangyuan Li Jun Lv Yapeng Tian Qingyu Dou Chengyan Wang Chenliang Xu Jing Qin MedIm 33 57 0 26 Mar 2022
Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI Jörg Sander B. D. de Vos Ivana Ivsgum DiffM MedIm 13 15 0 18 Feb 2022
Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution Chun-Mei Feng Yu-bao Yan Kai-An Yu Yong Xu Ling Shao Huazhu Fu SupR MedIm 32 34 0 03 Sep 2021
Multi-Modal Transformer for Accelerated MR Imaging Chun-Mei Feng Yu-bao Yan Geng Chen Yong Xu Ling Shao Huazhu Fu MedIm ViT 34 104 0 27 Jun 2021
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks Kuan Zhang Haoji Hu Kenneth A. Philbrick G. Conte Joseph D. Sobek Pouria Rouzrokh Bradley J. Erickson GAN MedIm 23 76 0 04 Jun 2021
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast Juan Eugenio Iglesias Benjamin Billot Yael Balbastre A. Tabari J. Conklin Daniel C. Alexander Polina Golland B. Edlow Bruce Fischl 42 101 0 24 Dec 2020
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction Javier Montalt-Tordera V. Muthurangu A. Hauptmann J. Steeden AI4CE 29 40 0 09 Dec 2020
High-throughput molecular imaging via deep learning enabled Raman spectroscopy C. Horgan Magnus Jensen A. Nagelkerke J. St-Pierre Tom Kamiel Magda Vercauteren Molly M. Stevens Mads S. Bergholt 34 72 0 28 Sep 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 58 627 0 02 Aug 2020
Efficient and Phase-aware Video Super-resolution for Cardiac MRI Jhih-Yuan Lin Yu-Cheng Chang Winston H. Hsu SupR MedIm 27 10 0 21 May 2020
4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics E. Ferdian Avan Suinesiaputra D. Dubowitz Debbie Zhao Alan Q. Wang B. Cowan Alistair Young AI4CE 26 91 0 15 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 47 120 0 26 Mar 2020
Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks Yuhua Chen Dan Ruan Jiayu Xiao Lixia Wang Bin Sun R. Saouaf Wensha Yang Debiao Li Z. Fan 21 58 0 23 Dec 2019
Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks Rewa Sood M. Rusu MedIm GAN 24 26 0 19 Dec 2019
Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia D. Ravì Stefano B. Blumberg S. Ingala F. Barkhof Daniel C. Alexander N. Oxtoby MedIm 29 31 0 03 Dec 2019
Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors V. Cherukuri Tiantong Guo S. Schiff V. Monga MedIm SupR 19 46 0 10 Sep 2019
MRI Super-Resolution with Ensemble Learning and Complementary Priors Qing Lyu Hongming Shan Ge Wang MedIm SupR 24 96 0 06 Jul 2019
3d-SMRnet: Achieving a new quality of MPI system matrix recovery by deep learning Ivo M. Baltruschat P. Szwargulski F. Griese M. Grosser R. Werner T. Knopp 19 21 0 08 May 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 29 295 0 28 Feb 2019
Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network Xiaole Zhao Huali Zhang Hangfei Liu Yun Qin Zhang Tao Xueming Zou SupR 25 24 0 19 Jan 2019