Machine learning to predict incident radiographic knee osteoarthritis over 8 Years using combined MR imaging features, demographics, and clinical factors: data from the Osteoarthritis Initiative

Association of blood pressure with knee cartilage composition and structural knee abnormalities: data from the osteoarthritis initiative

(2020) Walid Ashmeik et al.   SKELETAL RADIOLOGY

Multi-classifier prediction of knee osteoarthritis progression from incomplete imbalanced longitudinal data

(2020) Paweł Widera et al.   Scientific Reports

T 2 analysis of the entire osteoarthritis initiative dataset

(2020) Alaleh Razmjoo et al.   JOURNAL OF ORTHOPAEDIC RESEARCH

Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

(2020) Kevin Leung et al.   RADIOLOGY

Diagnosing Osteoarthritis from T2 Maps using Deep Learning: An Analysis of the Entire Osteoarthritis Initiative Baseline Cohort

(2019) Valentina Pedoia et al.   OSTEOARTHRITIS AND CARTILAGE

Effect of 6-week retro or forward walking program on pain, functional disability, quadriceps muscle strength, and performance in individuals with knee osteoarthritis: a randomized controlled trial (retro-walking trial)

(2019) Ahmad H. Alghadir et al.   BMC MUSCULOSKELETAL DISORDERS

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

(2019) Aleksei Tiulpin et al.   Scientific Reports

Machine-learning-based patient-specific prediction models for knee osteoarthritis

(2018) Afshin Jamshidi et al.   Nature Reviews Rheumatology

Tool for osteoarthritis risk prediction (TOARP) over 8 years using baseline clinical data, X-ray, and MRI: Data from the osteoarthritis initiative

(2017) Gabby B. Joseph et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Association between hypertension and risk of knee osteoarthritis

(2017) Yi-min Zhang et al.   MEDICINE

Is Weight Loss Associated with Less Progression of Changes in Knee Articular Cartilage among Obese and Overweight Patients as Assessed with MR Imaging over 48 Months? Data from the Osteoarthritis Initiative

(2017) Alexandra S. Gersing et al.   RADIOLOGY

Classifications in Brief: Kellgren-Lawrence Classification of Osteoarthritis

(2016) Mark D. Kohn et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Progression of cartilage degeneration and clinical symptoms in obese and overweight individuals is dependent on the amount of weight loss: 48-month data from the Osteoarthritis Initiative

(2016) A.S. Gersing et al.   OSTEOARTHRITIS AND CARTILAGE

Clinical significance of worsening versus stable preradiographic MRI lesions in a cohort study of persons at higher risk for knee osteoarthritis

(2015) Leena Sharma et al.   ANNALS OF THE RHEUMATIC DISEASES

Association of Physical Activity Measured by Accelerometer, Knee Joint Abnormalities, and Cartilage T2 Measurements Obtained From 3T Magnetic Resonance Imaging: Data From the Osteoarthritis Initiative

(2015) M. Kretzschmar et al.   ARTHRITIS CARE & RESEARCH

The Impact of Osteoarthritis in the United States

(2012) Louise Murphy et al.   AMERICAN JOURNAL OF NURSING

Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010

(2012) Christopher J L Murray et al.   LANCET

Baseline mean and heterogeneity of MR cartilage T2 are associated with morphologic degeneration of cartilage, meniscus, and bone marrow over 3years – data from the Osteoarthritis Initiative

(2012) G.B. Joseph et al.   OSTEOARTHRITIS AND CARTILAGE

Changes in knee cartilage T2 values over 24 months in subjects with and without risk factors for knee osteoarthritis and their association with focal knee lesions at baseline: Data from the osteoarthritis initiative

(2011) Thomas Baum et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

A novel fast knee cartilage segmentation technique for T2 measurements at MR imaging – data from the Osteoarthritis Initiative

(2011) C. Stehling et al.   OSTEOARTHRITIS AND CARTILAGE

Association of magnetic resonance imaging-based knee cartilage T2 measurements and focal knee lesions with knee pain: Data from the Osteoarthritis Initiative

(2011) Thomas Baum et al.   ARTHRITIS CARE & RESEARCH

Texture analysis of cartilage T2 maps: individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T2 compared to normal controls - data from the osteoarthritis initiative

(2011) Gabby B Joseph et al.   ARTHRITIS RESEARCH & THERAPY

Subjects with higher physical activity levels have more severe focal knee lesions diagnosed with 3T MRI: analysis of a non-symptomatic cohort of the osteoarthritis initiative

(2010) C. Stehling et al.   OSTEOARTHRITIS AND CARTILAGE

The association of BMI and knee pain among persons with radiographic knee osteoarthritis: A cross-sectional study

(2008) Matthew W Rogers et al.   BMC MUSCULOSKELETAL DISORDERS

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

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