Towards novel osteoarthritis biomarkers: Multi-criteria evaluation of 46,996 segmented knee MRI data from the Osteoarthritis Initiative

Rigid motion invariant statistical shape modeling based on discrete fundamental forms

(2021) Felix Ambellan et al.   MEDICAL IMAGE ANALYSIS

Deep convolutional neural network-based detection of meniscus tears: comparison with radiologists and surgery as standard of reference

(2020) Benjamin Fritz et al.   SKELETAL RADIOLOGY

Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images

(2020) Aniket A. Tolpadi et al.   Scientific Reports

Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative

(2020) Yassine Nasser et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs

(2020) Huy Hoang Nguyen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning for lesion detection, progression, and prediction of musculoskeletal disease

(2019) Richard Kijowski et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

(2019) Aleksei Tiulpin et al.   Scientific Reports

An efficient Riemannian statistical shape model using differential coordinates

(2018) Christoph von Tycowicz et al.   MEDICAL IMAGE ANALYSIS

Knee menisci segmentation using convolutional neural networks: data from the Osteoarthritis Initiative

(2018) A. Tack et al.   OSTEOARTHRITIS AND CARTILAGE

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

Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach

(2018) Aleksei Tiulpin et al.   Scientific Reports

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

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

(2018) Nicholas Bien et al.   PLOS MEDICINE

Automated segmentation of knee bone and cartilage combining statistical shape knowledge and convolutional neural networks: Data from the Osteoarthritis Initiative

(2018) Felix Ambellan et al.   MEDICAL IMAGE ANALYSIS

Comparison of tibiofemoral joint space width measurements from standing CT and fixed flexion radiography

(2017) Neil A. Segal et al.   JOURNAL OF ORTHOPAEDIC RESEARCH

An illustrative overview of semi-quantitative MRI scoring of knee osteoarthritis: lessons learned from longitudinal observational studies

(2016) F.W. Roemer et al.   OSTEOARTHRITIS AND CARTILAGE

Defining the presence of radiographic knee osteoarthritis: a comparison between the Kellgren and Lawrence system and OARSI atlas criteria

(2014) Adam G. Culvenor et al.   KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY

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

MRI-based semiquantitative scoring of joint pathology in osteoarthritis

(2013) Ali Guermazi et al.   Nature Reviews Rheumatology

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

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

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

Relationship of meniscal damage, meniscal extrusion, malalignment, and joint laxity to subsequent cartilage loss in osteoarthritic knees

(2008) Leena Sharma et al.   ARTHRITIS AND RHEUMATISM

Comparative evaluation of three semi-quantitative radiographic grading techniques for knee osteoarthritis in terms of validity and reproducibility in 1759 X-rays: report of the OARSI–OMERACT task force

(2008) L. Gossec et al.   OSTEOARTHRITIS AND CARTILAGE