Rapid Knee MRI Acquisition and Analysis Techniques for Imaging Osteoarthritis

Targeted rapid knee MRI exam using T2 shuffling

(2019) Jonathan I. Tamir et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

MANTIS: Model-Augmented Neural neTwork with Incoherent k -space Sampling for efficient MR parameter mapping

(2019) Fang Liu et al.   MAGNETIC RESONANCE IN MEDICINE

SANTIS: Sampling‐Augmented Neural neTwork with Incoherent Structure for MR image reconstruction

(2019) Fang Liu et al.   MAGNETIC RESONANCE IN MEDICINE

Current applications and future directions of deep learning in musculoskeletal radiology

(2019) Pauley Chea et al.   SKELETAL RADIOLOGY

3D Ultrashort TE MRI for Evaluation of Cartilaginous Endplate of Cervical Disk In Vivo: Feasibility and Correlation With Disk Degeneration in T2-Weighted Spin-Echo Sequence

(2018) Yeo Ju Kim et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

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

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

Deep learning enables reduced gadolinium dose for contrast-enhanced brain MRI

(2018) Enhao Gong et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Super-resolution musculoskeletal MRI using deep learning

(2018) Akshay S. Chaudhari et al.   MAGNETIC RESONANCE IN MEDICINE

Accelerating 3D-T1ρ mapping of cartilage using compressed sensing with different sparse and low rank models

(2018) Marcelo V.W. Zibetti et al.   MAGNETIC RESONANCE IN MEDICINE

Deep convolutional neural network for segmentation of knee joint anatomy

(2018) Zhaoye Zhou et al.   MAGNETIC RESONANCE IN MEDICINE

Single-shot T2 mapping using overlapping-echo detachment planar imaging and a deep convolutional neural network

(2018) Congbo Cai et al.   MAGNETIC RESONANCE IN MEDICINE

Imaging at ultrahigh magnetic fields: History, challenges, and solutions

(2018) Kamil Uğurbil   NEUROIMAGE

Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry

(2018) Berk Norman et al.   RADIOLOGY

A high-impedance detector-array glove for magnetic resonance imaging of the hand

(2018) Bei Zhang et al.   Nature Biomedical Engineering

Deep Generative Adversarial Neural Networks for Compressive Sensing (GANCS) MRI

(2018) Morteza Mardani et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully Automated 10-Minute 3D CAIPIRINHA SPACE TSE MRI of the Knee in Adults

(2018) Filippo Del Grande et al.   INVESTIGATIVE RADIOLOGY

10-Min 3D Turbo Spin Echo MRI of the Knee in Children: Arthroscopy-Validated Accuracy for the Diagnosis of Internal Derangement

(2018) Jan Fritz et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

SNR-weighted regularization of ADC estimates from double-echo in steady-state (DESS)

(2018) Bragi Sveinsson et al.   MAGNETIC RESONANCE IN MEDICINE

Image reconstruction by domain-transform manifold learning

(2018) Bo Zhu et al.   NATURE

Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection

(2018) Fang Liu et al.   RADIOLOGY

3D convolutional neural networks for detection and severity staging of meniscus and PFJ cartilage morphological degenerative changes in osteoarthritis and anterior cruciate ligament subjects

(2018) Valentina Pedoia et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Simultaneous NODDI and GFA parameter map generation from subsampled q-space imaging using deep learning

(2018) Eric K. Gibbons et al.   MAGNETIC RESONANCE IN MEDICINE

Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet

(2018) Nicholas Bien et al.   PLOS MEDICINE

Automatic Resonance Frequency Retuning of Stretchable Liquid Metal Receive Coil for Magnetic Resonance Imaging

(2018) Andreas Mehmann et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Simultaneous Multislice Accelerated Turbo Spin Echo Magnetic Resonance Imaging

(2017) Jan Fritz et al.   INVESTIGATIVE RADIOLOGY

Five-minute knee MRI for simultaneous morphometry and T2 relaxometry of cartilage and meniscus and for semiquantitative radiological assessment using double-echo in steady-state at 3T

(2017) Akshay S. Chaudhari et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

A simple analytic method for estimating T2 in the knee from DESS

(2017) B. Sveinsson et al.   MAGNETIC RESONANCE IMAGING

Simultaneous bilateral-knee MR imaging

(2017) Feliks Kogan et al.   MAGNETIC RESONANCE IN MEDICINE

Parallel transmit capability of various RF transmit elements and arrays at 7T MRI

(2017) Stefan H. G. Rietsch et al.   MAGNETIC RESONANCE IN MEDICINE

Imaging and T2 relaxometry of short-T2 connective tissues in the knee using ultrashort echo-time double-echo steady-state (UTEDESS)

(2017) Akshay S. Chaudhari et al.   MAGNETIC RESONANCE IN MEDICINE

Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging

(2017) Fang Liu 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

Accelerated 4D self-gated MRI of tibiofemoral kinematics

(2017) Valentina Mazzoli et al.   NMR IN BIOMEDICINE

Biexponential T 1ρ relaxation mapping of human knee cartilage in vivo at 3 T

(2017) Azadeh Sharafi et al.   NMR IN BIOMEDICINE

Predictive and concurrent validity of cartilage thickness change as a marker of knee osteoarthritis progression: data from the Osteoarthritis Initiative

(2017) W. Wirth et al.   OSTEOARTHRITIS AND CARTILAGE

Three-Dimensional CAIPIRINHA SPACE TSE for 5-Minute High-Resolution MRI of the Knee

(2016) Jan Fritz et al.   INVESTIGATIVE RADIOLOGY

Fast comprehensive single-sequence four-dimensional pediatric knee MRI with T 2 shuffling

(2016) Shanshan Bao et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Knee imaging: Rapid three-dimensional fast spin-echo using compressed sensing

(2016) Richard Kijowski et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Prestructural cartilage assessment using MRI

(2016) Thomas M. Link et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

High quality three-dimensional gagCEST imaging of in vivo human knee cartilage at 7 Tesla

(2016) Guruprasad Krishnamoorthy et al.   MAGNETIC RESONANCE IN MEDICINE

T2shuffling: Sharp, multicontrast, volumetric fast spin-echo imaging

(2016) Jonathan I. Tamir et al.   MAGNETIC RESONANCE IN MEDICINE

Volumetric multislice gagCEST imaging of articular cartilage: Optimization and comparison with T1rho

(2016) Feliks Kogan et al.   MAGNETIC RESONANCE IN MEDICINE

Multimodal population brain imaging in the UK Biobank prospective epidemiological study

(2016) Karla L Miller et al.   NATURE NEUROSCIENCE

Screen-printed flexible MRI receive coils

(2016) Joseph R. Corea et al.   Nature Communications

Articular cartilage of the knee 3 years after ACL reconstruction

(2015) Ji-Hoon Bae et al.   Acta Orthopaedica

Longitudinal change in quantitative meniscus measurements in knee osteoarthritis—data from the Osteoarthritis Initiative

(2015) Katja Bloecker et al.   EUROPEAN RADIOLOGY

Accelerated T1ρ acquisition for knee cartilage quantification using compressed sensing and data-driven parallel imaging: A feasibility study

(2015) Prachi Pandit et al.   MAGNETIC RESONANCE IN MEDICINE

Simultaneous multislice (SMS) imaging techniques

(2015) Markus Barth et al.   MAGNETIC RESONANCE IN MEDICINE

High-resolution variable-density 3D cones coronary MRA

(2015) Nii Okai Addy et al.   MAGNETIC RESONANCE IN MEDICINE

Editorial introduction to the Neural Networks special issue on Deep Learning of Representations

(2015) Yoshua Bengio et al.   NEURAL NETWORKS

A model-based reconstruction for undersampled radial spin-echo DTI with variational penalties on the diffusion tensor

(2015) Florian Knoll et al.   NMR IN BIOMEDICINE

Bilateral cartilage T2 mapping 9 years after Mega-OATS implantation at the knee: a quantitative 3T MRI study

(2015) P.M. Jungmann et al.   OSTEOARTHRITIS AND CARTILAGE

OARSI Clinical Trials Recommendations: Knee imaging in clinical trials in osteoarthritis

(2015) D.J. Hunter et al.   OSTEOARTHRITIS AND CARTILAGE

UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age

(2015) Cathie Sudlow et al.   PLOS MEDICINE

Brief Report: Cartilage Thickness Change as an Imaging Biomarker of Knee Osteoarthritis Progression: Data From the Foundation for the National Institutes of Health Osteoarthritis Biomarkers Consortium

(2015) F. Eckstein et al.   Arthritis & Rheumatology

The global burden of hip and knee osteoarthritis: estimates from the Global Burden of Disease 2010 study

(2014) Marita Cross et al.   ANNALS OF THE RHEUMATIC DISEASES

Extended phase graphs: Dephasing, RF pulses, and echoes - pure and simple

(2014) Matthias Weigel   JOURNAL OF MAGNETIC RESONANCE IMAGING

Wave-CAIPI for highly accelerated 3D imaging

(2014) Berkin Bilgic et al.   MAGNETIC RESONANCE IN MEDICINE

Magnetic Resonance Imaging-Based Three-Dimensional Bone Shape of the Knee Predicts Onset of Knee Osteoarthritis: Data From the Osteoarthritis Initiative

(2013) Tuhina Neogi et al.   ARTHRITIS AND RHEUMATISM

Sparse representation-based MRI super-resolution reconstruction

(2013) Yun-Heng Wang et al.   MEASUREMENT

Magnetic resonance fingerprinting

(2013) Dan Ma et al.   NATURE

Cartilage and meniscal T2 relaxation time as non-invasive biomarker for knee osteoarthritis and cartilage repair procedures

(2013) T. Baum et al.   OSTEOARTHRITIS AND CARTILAGE

Quantitative MRI measures of cartilage predict knee replacement: a case–control study from the Osteoarthritis Initiative

(2012) Felix Eckstein et al.   ANNALS OF THE RHEUMATIC DISEASES

Osteoarthritis: A disease of the joint as an organ

(2012) Richard F. Loeser et al.   ARTHRITIS AND RHEUMATISM

Is knee osteoarthritis a symmetrical disease? Analysis of a 12 year prospective cohort study

(2012) Andrew J Metcalfe et al.   BMC MUSCULOSKELETAL DISORDERS

Super-resolution in magnetic resonance imaging: A review

(2012) Eric Van Reeth et al.   CONCEPTS IN MAGNETIC RESONANCE PART A

DIfferential subsampling with cartesian ordering (DISCO): A high spatio-temporal resolution dixon imaging sequence for multiphasic contrast enhanced abdominal imaging

(2012) Manojkumar Saranathan et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Parallel MR imaging

(2012) Anagha Deshmane et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

UTE-T2∗ mapping detects sub-clinical meniscus injury after anterior cruciate ligament tear

(2012) A. Williams et al.   OSTEOARTHRITIS AND CARTILAGE

Diffusion-Tensor Imaging of Human Articular Cartilage Specimens with Early Signs of Cartilage Damage

(2012) José G. Raya et al.   RADIOLOGY

Chemical exchange saturation transfer magnetic resonance imaging of human knee cartilage at 3 T and 7 T

(2011) Anup Singh et al.   MAGNETIC RESONANCE IN MEDICINE

Simultaneous estimation of T2 and apparent diffusion coefficient in human articular cartilage in vivo with a modified three-dimensional double echo steady state (DESS) sequence at 3 T

(2011) Ernesto Staroswiecki et al.   MAGNETIC RESONANCE IN MEDICINE

Evolution of semi-quantitative whole joint assessment of knee OA: MOAKS (MRI Osteoarthritis Knee Score)

(2011) D.J. Hunter et al.   OSTEOARTHRITIS AND CARTILAGE

Cartilage Quality Assessment by Using Glycosaminoglycan Chemical Exchange Saturation Transfer and23Na MR Imaging at 7 T

(2011) Benjamin Schmitt et al.   RADIOLOGY

Articular Cartilage: In Vivo Diffusion-Tensor Imaging

(2011) José G. Raya et al.   RADIOLOGY

Why radiography should no longer be considered a surrogate outcome measure for longitudinal assessment of cartilage in knee osteoarthritis

(2011) Ali Guermazi et al.   ARTHRITIS RESEARCH & THERAPY

Epidemiology of Osteoarthritis

(2010) Yuqing Zhang et al.   CLINICS IN GERIATRIC MEDICINE

Statistical shape modeling describes variation in tibia and femur surface geometry between Control and Incidence groups from the Osteoarthritis Initiative database

(2010) Todd L. Bredbenner et al.   JOURNAL OF BIOMECHANICS

Multicomponent T2relaxation analysis in cartilage

(2009) David A. Reiter et al.   MAGNETIC RESONANCE IN MEDICINE

Rapid estimation of cartilage T2 based on double echo at steady state (DESS) with 3 Tesla

(2009) Goetz H. Welsch et al.   MAGNETIC RESONANCE IN MEDICINE

Knee Joint: Comprehensive Assessment with 3D Isotropic Resolution Fast Spin-Echo MR Imaging—Diagnostic Performance Compared with That of Conventional MR Imaging at 3.0 T

(2009) Richard Kijowski et al.   RADIOLOGY

Vastly Undersampled Isotropic Projection Steady-State Free Precession Imaging of the Knee: Diagnostic Performance Compared with Conventional MR

(2009) Richard Kijowski et al.   RADIOLOGY

The Basic Science of Articular Cartilage: Structure, Composition, and Function

(2009) Alice J. Sophia Fox et al.   Sports Health-A Multidisciplinary Approach

T1ρ-prepared balanced gradient echo for rapid 3D T1ρ MRI

(2008) Walter R.T. Witschey et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Effects of refocusing flip angle modulation and view ordering in 3D fast spin echo

(2008) Reed F. Busse et al.   MAGNETIC RESONANCE IN MEDICINE

The osteoarthritis initiative: report on the design rationale for the magnetic resonance imaging protocol for the knee

(2008) C.G. Peterfy et al.   OSTEOARTHRITIS AND CARTILAGE

Assessment of glycosaminoglycan concentration in vivo by chemical exchange-dependent saturation transfer (gagCEST)

(2008) W. Ling et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA