Deep convolutional neural network for segmentation of knee joint anatomy

Deep Learning MR Imaging–based Attenuation Correction for PET/MR Imaging

(2018) Fang Liu et al.   RADIOLOGY

Relationship Between Knee Pain and Infrapatellar Fat Pad Morphology: A Within- and Between-Person Analysis From the Osteoarthritis Initiative

(2018) Eva Steidle-Kloc et al.   ARTHRITIS CARE & RESEARCH

The contribution of 3D quantitative meniscal and cartilage measures to variation in normal radiographic joint space width—Data from the Osteoarthritis Initiative healthy reference cohort

(2017) Melanie Roth et al.   EUROPEAN JOURNAL OF RADIOLOGY

Bicomponent ultrashort echo time T2* analysis for assessment of patients with patellar tendinopathy

(2017) Richard Kijowski et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

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

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Between-group differences in infra-patellar fat pad size and signal in symptomatic and radiographic progression of knee osteoarthritis vs non-progressive controls and healthy knees – data from the FNIH Biomarkers Consortium Study and the Osteoarthritis Initiative

(2017) A. Ruhdorfer et al.   OSTEOARTHRITIS AND CARTILAGE

A novel method for assessing signal intensity within infrapatellar fat pad on MR images in patients with knee osteoarthritis

(2016) M. Lu et al.   OSTEOARTHRITIS AND CARTILAGE

Synovial volume vs synovial measurements from dynamic contrast enhanced MRI as measures of response in osteoarthritis

(2016) A.D. Gait et al.   OSTEOARTHRITIS AND CARTILAGE

Quantitative measures of meniscus extrusion predict incident radiographic knee osteoarthritis – data from the Osteoarthritis Initiative

(2016) K. Emmanuel et al.   OSTEOARTHRITIS AND CARTILAGE

Advanced Imaging in Osteoarthritis

(2016) Qi Li et al.   Sports Health-A Multidisciplinary Approach

Longitudinal validation of periarticular bone area and 3D shape as biomarkers for knee OA progression? Data from the FNIH OA Biomarkers Consortium

(2015) David Hunter et al.   ANNALS OF THE RHEUMATIC DISEASES

Transfer Learning Improves Supervised Image Segmentation Across Imaging Protocols

(2015) Annegreet van Opbroek et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Rapid in vivo multicomponentT2mapping of human knee menisci

(2015) Fang Liu et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Articular Cartilage of the Human Knee Joint: In Vivo Multicomponent T2 Analysis at 3.0 T

(2015) Fang Liu et al.   RADIOLOGY

Early T2 changes predict onset of radiographic knee osteoarthritis: data from the osteoarthritis initiative

(2014) Hans Liebl et al.   ANNALS OF THE RHEUMATIC DISEASES

Imaging research results from the Osteoarthritis Initiative (OAI): a review and lessons learned 10 years after start of enrolment

(2014) Felix Eckstein et al.   ANNALS OF THE RHEUMATIC DISEASES

The relationship between clinical characteristics, radiographic osteoarthritis and 3D bone area: data from the Osteoarthritis Initiative

(2014) A.J. Barr et al.   OSTEOARTHRITIS AND CARTILAGE

A novel method for bone area measurement provides new insights into osteoarthritis and its progression

(2013) Michael A Bowes et al.   ANNALS OF THE RHEUMATIC DISEASES

Quantification of bone marrow lesion volume and volume change using semi-automated segmentation: data from the osteoarthritis initiative

(2013) Jincheng Pang et al.   BMC MUSCULOSKELETAL DISORDERS

Evaluation of bone marrow lesion volume as a knee osteoarthritis biomarker - longitudinal relationships with pain and structural changes: data from the Osteoarthritis Initiative

(2013) Jeffrey B Driban et al.   ARTHRITIS RESEARCH & THERAPY

Unsupervised Segmentation and Quantification of Anatomical Knee Features: Data From the Osteoarthritis Initiative

(2012) José G. Tamez-Pena et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Quadriceps volumes are reduced in people with patellofemoral joint osteoarthritis

(2012) H.F. Hart et al.   OSTEOARTHRITIS AND CARTILAGE

T1ρ and T2 relaxation times predict progression of knee osteoarthritis

(2012) A.P. Prasad et al.   OSTEOARTHRITIS AND CARTILAGE

Relationship of 3D meniscal morphology and position with knee pain in subjects with knee osteoarthritis: a pilot study

(2011) Andrea Wenger et al.   EUROPEAN RADIOLOGY

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

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

Muscle strength, mass, and quality in older men and women with knee osteoarthritis

(2011) Molly B. Conroy et al.   ARTHRITIS CARE & RESEARCH

Vastus lateralis/vastus medialis cross-sectional area ratio impacts presence and degree of knee joint abnormalities and cartilage T2 determined with 3T MRI – an analysis from the incidence cohort of the Osteoarthritis Initiative

(2010) J. Pan et al.   OSTEOARTHRITIS AND CARTILAGE

Does cartilage volume or thickness distinguish knees with and without mild radiographic osteoarthritis? The Framingham Study

(2009) S Reichenbach et al.   ANNALS OF THE RHEUMATIC DISEASES

Automatic Segmentation and Quantitative Analysis of the Articular Cartilages From Magnetic Resonance Images of the Knee

(2009) J. Fripp et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Change in regional cartilage morphology and joint space width in osteoarthritis participants versus healthy controls: a multicentre study using 3.0 Tesla MRI and Lyon-Schuss radiography

(2008) M-P H. Le Graverand et al.   ANNALS OF THE RHEUMATIC DISEASES

One year change of knee cartilage morphology in the first release of participants from the Osteoarthritis Initiative progression subcohort: association with sex, body mass index, symptoms and radiographic osteoarthritis status

(2008) F Eckstein et al.   ANNALS OF THE RHEUMATIC DISEASES

The acutely ACL injured knee assessed by MRI: are large volume traumatic bone marrow lesions a sign of severe compression injury?

(2008) R.B. Frobell et al.   OSTEOARTHRITIS AND CARTILAGE