Deep Learning-Based Classification of Inflammatory Arthritis by Identification of Joint Shape Patterns—How Neural Networks Can Tell Us Where to “Deep Dive” Clinically

A convolutional neural network with transfer learning for automatic discrimination between low and high-grade synovitis: a pilot study

(2021) Vincenzo Venerito et al.   Internal and Emergency Medicine

A Machine Learning Approach for Predicting Sustained Remission in Rheumatoid Arthritis Patients on Biologic Agents

(2021) Vincenzo Venerito et al.   JCR-JOURNAL OF CLINICAL RHEUMATOLOGY

Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density

(2021) Lukas Folle et al.   Scientific Reports

Convolutional neural network for classification of two-dimensional array images generated from clinical information may support diagnosis of rheumatoid arthritis

(2020) Jun Fukae et al.   Scientific Reports

Applying cascaded convolutional neural network design further enhances automatic scoring of arthritis disease activity on ultrasound images from rheumatoid arthritis patients

(2020) Anders Bossel Holst Christensen et al.   ANNALS OF THE RHEUMATIC DISEASES

A pilot study of a machine‐learning tool to assist in the diagnosis of hand arthritis

(2020) Mark Reed et al.   INTERNAL MEDICINE JOURNAL

The ageing joint-standard age- and sex-related values of bone erosions and osteophytes in the hand joints of healthy individuals

(2019) A. Berlin et al.   OSTEOARTHRITIS AND CARTILAGE

Detection of rheumatoid arthritis from hand radiographs using a convolutional neural network

(2019) Kemal Üreten et al.   CLINICAL RHEUMATOLOGY

A machine-learning approach to cardiovascular risk prediction in psoriatic arthritis

(2019) Luca Navarini et al.   RHEUMATOLOGY

A comparative analysis of articular bone in large cohort of patients with chronic inflammatory diseases of the joints, the gut and the skin

(2018) David Simon et al.   BONE

Analysis of periarticular bone changes in patients with cutaneous psoriasis without associated psoriatic arthritis

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

Bone loss before the clinical onset of rheumatoid arthritis in subjects with anticitrullinated protein antibodies

(2013) Arnd Kleyer et al.   ANNALS OF THE RHEUMATIC DISEASES

Undifferentiated arthritis characteristics and outcomes when applying the 2010 and 1987 criteria for rheumatoid arthritis

(2011) A Krabben et al.   ANNALS OF THE RHEUMATIC DISEASES

The Pathogenesis of Rheumatoid Arthritis

(2011) Iain B. McInnes et al.   NEW ENGLAND JOURNAL OF MEDICINE

A comparative study of periarticular bone lesions in rheumatoid arthritis and psoriatic arthritis

(2010) S. Finzel et al.   ANNALS OF THE RHEUMATIC DISEASES

2010 Rheumatoid arthritis classification criteria: An American College of Rheumatology/European League Against Rheumatism collaborative initiative

(2010) Daniel Aletaha et al.   ARTHRITIS AND RHEUMATISM