Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network

4 March 2018

Papers citing "Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network"

35 / 35 papers shown

Title
CLIP-aware Domain-Adaptive Super-Resolution Zhengyang Lu Qian Xia Weifan Wang Feng Wang SupR 28 0 0 18 May 2025
DriftGAN: Using historical data for Unsupervised Recurring Drift Detection Christofer Fellicious Sahib Julka Lorenz Wendlinger Michael Granitzer AI4TS 29 1 0 09 Jul 2024
EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements Xin Xu Jin-Hui Park Paul Fieguth SupR 21 0 0 20 Dec 2023
Attention-based CT Scan Interpolation for Lesion Segmentation of Colorectal Liver Metastases M. Hamghalam Richard K G Do Amber L. Simpson MedIm 30 4 0 30 Aug 2023
Compound Attention and Neighbor Matching Network for Multi-contrast MRI Super-resolution Wenxuan Chen Sirui Wu Shuai Wang Zhong Li Jia Yang Huifeng Yao Xiao-quan Song SupR MedIm 35 1 0 05 Jul 2023
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
CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution Zixuan Chen Jianhuang Lai Lingxiao Yang Xiaohua Xie MedIm 24 28 0 28 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 32 5 0 22 Feb 2023
Double U-Net for Super-Resolution and Segmentation of Live Cell Images Mayur Bhandary J. P. Reyes Eylül Ertay Aman Panda SupR SSeg 16 3 0 05 Dec 2022
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
DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images Cheng-Fang Peng S. Kevin Zhou Ramalingam Chellappa OOD 67 7 0 11 Oct 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 29 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
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
Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis Chaowei Fang Liang Wang Dingwen Zhang Jun Xu Yixuan Yuan Junwei Han OOD 32 13 0 20 Dec 2021
Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform Fayaz Ali Dharejo Muhammad Zawish Yuanchun Zhou K. Dev Sunder Ali Khowaja N. Qureshi MedIm 39 24 0 22 Oct 2021
Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning Basar Demir Alaa Bessadok I. Rekik 31 0 0 06 Oct 2021
Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation N. Savioli A. de Marvao Wenjia Bai Shuo Wang S. Cook C. Chin Daniel Rueckert D. O’Regan MedIm 26 2 0 16 Jul 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
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images H. Uzunova J. Ehrhardt Heinz Handels MedIm 21 45 0 06 Oct 2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks Mihail Burduja Radu Tudor Ionescu N. Verga 30 89 0 01 Aug 2020
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture Tiange Xiang Chaoyi Zhang Dongnan Liu Yang Song Heng-Chiao Huang Weidong (Tom) Cai SSeg 27 80 0 01 Jul 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
Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans Mariana-Iuliana Georgescu Radu Tudor Ionescu N. Verga SupR MedIm 30 46 0 05 Jan 2020
Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking Yuhua Chen Jaime L. Shaw Yibin Xie Debiao Li A. Christodoulou MedIm AI4CE 19 20 0 02 Oct 2019
Underwater Image Super-Resolution using Deep Residual Multipliers M. Islam Sadman Sakib Enan Peigen Luo Junaed Sattar 29 66 0 20 Sep 2019
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement Cheng-Fang Peng Wei-An Lin Haofu Liao Rama Chellappa S. Kevin Zhou SupR 36 5 0 15 Aug 2019
MRI Super-Resolution with Ensemble Learning and Complementary Priors Qing Lyu Hongming Shan Ge Wang MedIm SupR 24 96 0 06 Jul 2019
Invertible generative models for inverse problems: mitigating representation error and dataset bias Muhammad Asim Max Daniels Oscar Leong Ali Ahmed Paul Hand 26 146 0 28 May 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 14 21 0 08 May 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
How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach Jin Zhu Guang Yang Pietro Lio GAN MedIm 33 70 0 10 Jan 2019
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 33 1,371 0 19 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 20 408 0 13 Sep 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 340 10,633 0 19 Feb 2017