Articles

An overview over relevant literature

Westerlind et al., 2021

What is the persistence to methotrexate in rheumatoid arthritis, and does machine learning outperform hypothesis-based approaches to its prediction?
Rheumatoid arthritis
Treatment response
Prediction
Swedish registers
Jul 17, 2024
Simon Steiger

Fransen et al., 2004

Remission in rheumatoid arthritis: agreement of the disease activity score (DAS28) with the ARA preliminary remission criteria
Rheumatoid arthritis
Composites
Remission
Jul 16, 2024
Simon Steiger

Prevoo et al., 1995

Modified disease activity scores that include twenty-eight-joint counts
Rheumatoid arthritis
Composites
Jul 15, 2024
Simon Steiger

Modrák et al., 2021

Disease progression of 213 patients hospitalized with COVID-19 in the Czech Republic in March-October 2020: An exploratory analysis
COVID-19
Trajectory
Hidden Markov Models
Jun 10, 2024
Simon Steiger

Van Tuyl et al., 2009

Defining remission in Rheumatoid Arthritis: Results of an Initial ACR Consensus Conference
Rheumatoid arthritis
Remission
Composites
Validity
Jun 10, 2024
Simon Steiger

Capelusnik & Aletaha, 2021

Prediction of primary non-response to methotrexate therapy using demographic, clinical and psychosocial variables: results from the UK Rheumatoid Arthritis Medication Study (RAMS)
Rheumatoid arthritis
Prediction
Composites
Jun 5, 2024
Simon Steiger

Lee et al., 2011

Pain persists in DAS28 rheumatoid arthritis remission but not in ACR/EULAR remission: a longitudinal observational study
Rheumatoid arthritis
Prediction
Composites
Validity
Jun 5, 2024
Simon Steiger

Salmeen et al., 2011

Should imaging be a component of rheumatoid arthritis remission criteria? A comparison between traditional and modified composite remission scores and imaging assessments
Rheumatoid arthritis
Remission
Composites
Validity
Jun 3, 2024
Simon Steiger

Van Calster, Niebeor and Vergouwe et al., 2016.

A calibration hierarchy for risk models was defined: from utopia to empirical data
Prediction
Calibration
Jun 3, 2024
Anton Öberg Sysojev

Van Calster, McLeronon and Van Smeden et al., 2019.

Calibration: the Achilles heel of predictive analytics
Prediction
Calibration
Jun 3, 2024
Anton Öberg Sysojev

Castrejón et al., 2018

Prediction of primary non-response to methotrexate therapy using demographic, clinical and psychosocial variables: results from the UK Rheumatoid Arthritis Medication Study (RAMS)
Rheumatoid arthritis
Prediction
Composites
May 31, 2024
Simon Steiger

Sergeant et al., 2018

Prediction of primary non-response to methotrexate therapy using demographic, clinical and psychosocial variables: results from the UK Rheumatoid Arthritis Medication Study (RAMS)
Rheumatoid arthritis
Treatment response
Prediction
Composites
May 30, 2024
Simon Steiger

Padyukov, L., 2022

Genetics of rheumatoid arthritis
Alleles
Arthritis
Rheumatoid/etiology/genetics
Autoantibodies
Genetic Predisposition to Disease
HLA-DRB1 Chains/genetics
Humans
Proteomics
Autoantibody
Autoimmunity
Genetic polymorphism
Hla
Inflammation
Rheumatoid arthritis
May 29, 2024
Younes Laalou

Smolen et al., 2020

EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2019 update
Rheumatoid arthritis
Treatment
Guidelines
May 27, 2024
Simon Steiger

Myasoedova et al., 2021

Toward Individualized Prediction of Response to Methotrexate in Early Rheumatoid Arthritis: A Pharmacogenomics-Driven Machine Learning Approach
Rheumatoid arthritis
Treatment response
Prediction
Composites
Genetics
May 25, 2024
Simon Steiger

Duong et al., 2022

Clinical predictors of response to methotrexate in patients with rheumatoid arthritis: a machine learning approach using clinical trial data
Rheumatoid arthritis
Treatment response
Prediction
Composites
May 23, 2024
Simon Steiger
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