Superiority of Multiple-Joint Space Width over Minimum-Joint Space Width Approach in the Machine Learning for Radiographic Severity and Knee Osteoarthritis Progression

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images

(2019) Matteo Dunnhofer et al.   MEDICAL IMAGE ANALYSIS

An automated workflow based on hip shape improves personalized risk prediction for hip osteoarthritis in the CHECK study

(2019) W.P. Gielis et al.   OSTEOARTHRITIS AND CARTILAGE

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

(2019) Aleksei Tiulpin et al.   Scientific Reports

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs

(2018) Berk Norman et al.   JOURNAL OF DIGITAL IMAGING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Between-Limb Kinematic Asymmetry During Gait in Unilateral and Bilateral Mild to Moderate Knee Osteoarthritis

(2013) Kathryn Mills et al.   ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION

Fully Automatic Segmentation of the Proximal Femur Using Random Forest Regression Voting

(2013) C. Lindner et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmentation of the Common Carotid Intima-Media Complex in Ultrasound Images Using Active Contours

(2012) S. Petroudi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Variation in joint shape of osteoarthritic knees

(2011) D. J. Haverkamp et al.   ARTHRITIS AND RHEUMATISM

Early detection of radiographic knee osteoarthritis using computer-aided analysis

(2009) L. Shamir et al.   OSTEOARTHRITIS AND CARTILAGE

Fully automatic quantification of knee osteoarthritis severity on plain radiographs

(2008) H. Oka et al.   OSTEOARTHRITIS AND CARTILAGE

Location specific radiographic joint space width for osteoarthritis progression

(2008) G. Neumann et al.   OSTEOARTHRITIS AND CARTILAGE