Network Accelerated Motion Estimation and Reduction (NAMER): Convolutional neural network guided retrospective motion correction using a separable motion model

TArgeted Motion Estimation and Reduction (TAMER): Data Consistency Based Motion Mitigation for MRI Using a Reduced Model Joint Optimization

(2018) Melissa W. Haskell et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Learned Primal-Dual Reconstruction

(2018) Jonas Adler et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image Reconstruction is a New Frontier of Machine Learning

(2018) Ge Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

(2018) Jo Schlemper et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MoDL: Model Based Deep Learning Architecture for Inverse Problems

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

Three-dimensional motion corrected sensitivity encoding reconstruction for multi-shot multi-slice MRI: Application to neonatal brain imaging

(2017) Lucilio Cordero-Grande et al.   MAGNETIC RESONANCE IN MEDICINE

Learning a variational network for reconstruction of accelerated MRI data

(2017) Kerstin Hammernik et al.   MAGNETIC RESONANCE IN MEDICINE

Automated reference-free detection of motion artifacts in magnetic resonance images

(2017) Thomas Küstner et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Motion correction in MRI of the brain

(2016) F Godenschweger et al.   PHYSICS IN MEDICINE AND BIOLOGY

Motion artifacts in MRI: A complex problem with many partial solutions

(2015) Maxim Zaitsev et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Toward Quantifying the Prevalence, Severity, and Cost Associated With Patient Motion During Clinical MR Examinations

(2015) Jalal B. Andre et al.   Journal of the American College of Radiology

Free-breathing pediatric MRI with nonrigid motion correction and acceleration

(2014) Joseph Y. Cheng et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Blind retrospective motion correction of MR images

(2013) Alexander Loktyushin et al.   MAGNETIC RESONANCE IN MEDICINE

ESPIRiT-an eigenvalue approach to autocalibrating parallel MRI: Where SENSE meets GRAPPA

(2013) Martin Uecker et al.   MAGNETIC RESONANCE IN MEDICINE

Measurement and Correction of Microscopic Head Motion during Magnetic Resonance Imaging of the Brain

(2012) Julian Maclaren et al.   PLoS One

Volumetric navigators for prospective motion correction and selective reacquisition in neuroanatomical MRI

(2011) M. Dylan Tisdall et al.   MAGNETIC RESONANCE IN MEDICINE

Model-Based Image Reconstruction for MRI

(2010) Jeffrey Fessler   IEEE SIGNAL PROCESSING MAGAZINE

Prospective real-time correction for arbitrary head motion using active markers

(2009) Melvyn B. Ooi et al.   MAGNETIC RESONANCE IN MEDICINE

PROMO: Real-time prospective motion correction in MRI using image-based tracking

(2009) Nathan White et al.   MAGNETIC RESONANCE IN MEDICINE

Generalized Reconstruction by Inversion of Coupled Systems (GRICS) applied to free-breathing MRI

(2008) Freddy Odille et al.   MAGNETIC RESONANCE IN MEDICINE