SISMIK for brain MRI: Deep-learning-based motion estimation and
model-based motion correction in k-space

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SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space

20 December 2023

Oscar Dabrowski

François Lazeyras

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Papers citing "SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space"

11 / 11 papers shown

Title
ETSformer: Exponential Smoothing Transformers for Time-series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Guosheng Lin AI4TS 81 165 0 03 Feb 2022
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next S. Cuomo Vincenzo Schiano Di Cola F. Giampaolo G. Rozza Maizar Raissi F. Piccialli PINN 114 1,270 0 14 Jan 2022
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging Thomas Kustner Jiazhen Pan H. Qi G. Cruz Christopher Gilliam T. Blu Bin Yang S. Gatidis René M. Botnar Claudia Prieto MedIm 28 30 0 19 Jul 2021
A Survey of Complex-Valued Neural Networks J. Bassey Lijun Qian Xianfang Li 65 124 0 28 Jan 2021
On hallucinations in tomographic image reconstruction Sayantan Bhadra Varun A. Kelkar F. Brooks M. Anastasio 59 102 0 01 Dec 2020
Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning S. Chatterjee Alessandro Sciarra M. Dünnwald S. Oeltze-Jafra A. Nürnberger Oliver Speck MedIm 49 12 0 28 Nov 2020
On instabilities of deep learning in image reconstruction - Does AI come at a cost? Vegard Antun F. Renna C. Poon Ben Adcock A. Hansen 56 605 0 14 Feb 2019
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning Ilkay Oksuz B. Ruijsink Esther Puyol-Antón J. Clough G. Cruz ... Claudia Prieto René M. Botnar Daniel Rueckert Julia A. Schnabel A. King MedIm 41 91 0 29 Oct 2018
A Machine-learning framework for automatic reference-free quality assessment in MRI Thomas Kustner S. Gatidis Annika Liebgott Martin Schwartz Lukas Mauch ... N. Schwenzer K. Nikolaou F. Bamberg Bin Yang F. Schick MedIm 46 48 0 25 Jun 2018
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation Joseph Paul Cohen Margaux Luck S. Honari OOD MedIm 85 283 0 22 May 2018
Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations M. Raissi P. Perdikaris George Karniadakis PINN AI4CE 82 929 0 28 Nov 2017

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