Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data

29 July 2020

Papers citing "Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data"

11 / 11 papers shown

Title
Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods Tobit Klug Dogukan Atik Reinhard Heckel 31 8 0 30 May 2023
Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction Bo Zhou Jo Schlemper Neel Dey Seyed Sadegh Mohseni Salehi Kevin Sheth Chi Liu James S. Duncan M. Sofka OOD 34 17 0 18 Feb 2023
Biomedical Image Reconstruction: A Survey Samuel Cahyawijaya 14 1 0 04 Jan 2023
Adaptive Diffusion Priors for Accelerated MRI Reconstruction Alper Gungor S. Dar cSaban Ozturk Yilmaz Korkmaz Gokberk Elmas Muzaffer Özbey Tolga cCukur DiffM MedIm 27 184 0 12 Jul 2022
Computing Multiple Image Reconstructions with a Single Hypernetwork Alan Q. Wang Adrian V. Dalca M. Sabuncu 38 8 0 22 Feb 2022
Hyper-Convolutions via Implicit Kernels for Medical Imaging Tianyu Ma Alan Q. Wang Adrian V. Dalca M. Sabuncu SSL 16 1 0 06 Feb 2022
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction Bo Zhou Neel Dey Jo Schlemper S. Salehi Chi Liu James S. Duncan M. Sofka MedIm 30 56 0 26 Jan 2022
Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy Alan Q. Wang Aaron K. LaViolette Leo Moon Chris Xu M. Sabuncu 11 1 0 17 May 2021
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers Yilmaz Korkmaz S. Dar Mahmut Yurt Muzaffer Özbey Tolga Çukur ViT MedIm 21 190 0 15 May 2021
Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks Alan Q. Wang Adrian V. Dalca M. Sabuncu OOD 32 12 0 06 Jan 2021
Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI Burhaneddin Yaman Hongyi Gu S. A. Hosseini Omer Burak Demirel S. Moeller J. Ellermann K. Uğurbil Mehmet Akçakaya OOD 21 35 0 13 Aug 2020