Cargando…

Brain predictors of fatigue in rheumatoid arthritis: A machine learning study

BACKGROUND: Fatigue is a common and burdensome symptom in Rheumatoid Arthritis (RA), yet is poorly understood. Currently, clinicians rely solely on fatigue questionnaires, which are inherently subjective measures. For the effective development of future therapies and stratification, it is of vital i...

Descripción completa

Detalles Bibliográficos
Autores principales:	Goñi, María, Basu, Neil, Murray, Alison D., Waiter, Gordon D.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9236264/ https://www.ncbi.nlm.nih.gov/pubmed/35759489 http://dx.doi.org/10.1371/journal.pone.0269952

Ejemplares similares

Neural Indicators of Fatigue in Chronic Diseases: A Systematic Review of MRI Studies
por: Goñi, María, et al.
Publicado: (2018)

Predictors of fatigue in rheumatoid arthritis
por: Druce, Katie L, et al.
Publicado: (2019)

A multi-modal MRI study of the central response to inflammation in rheumatoid arthritis
por: Schrepf, Andrew, et al.
Publicado: (2018)

Baseline predictors of remission, pain and fatigue in rheumatoid arthritis: the TITRATE trial
por: Lee, Sook Yan, et al.
Publicado: (2021)

Fatigue in rheumatoid arthritis
por: Choy, Ernest H, et al.
Publicado: (2019)

Management of Fatigue in Rheumatoid Arthritis
por: Pope, Janet E
Publicado: (2020)

Fatigue in early rheumatoid arthritis: data from the Early Rheumatoid Arthritis Network
por: Ifesemen, Onosi Sylvia, et al.
Publicado: (2021)

Validation and comparison of two automated methods for quantifying brain white matter hyperintensities of presumed vascular origin
por: Waymont, Jennifer M.J., et al.
Publicado: (2019)

Fatigue independently predicts different work disability dimensions in etanercept-treated rheumatoid arthritis and ankylosing spondylitis patients
por: Druce, Katie L., et al.
Publicado: (2018)

Investigation of the Inter‐ and Intrascanner Reproducibility and Repeatability of Radiomics Features in T1‐Weighted Brain MRI
por: Mitchell‐Hay, Rosalind Nina, et al.
Publicado: (2022)

Significance of fatigue in patients with rheumatoid arthritis
por: Singh, G, et al.
Publicado: (2003)

Correlations of fatigue in Danish patients with rheumatoid arthritis, psoriatic arthritis and spondyloarthritis
por: Esbensen, Bente Appel, et al.
Publicado: (2020)

Seasonal variations in fatigue in persons with rheumatoid arthritis: a longitudinal study
por: Feldthusen, Caroline, et al.
Publicado: (2016)

Fatigue in patients with early rheumatoid arthritis undergoing treat-to-target therapy: predictors and response to treatment
por: Holten, Karen, et al.
Publicado: (2022)

The impact of brain iron accumulation on cognition: A systematic review
por: Spence, Holly, et al.
Publicado: (2020)

Assessing clusters of comorbidities in rheumatoid arthritis: a machine learning approach
por: Solomon, Daniel H., et al.
Publicado: (2023)

Cognition and brain iron deposition in whole grey matter regions and hippocampal subfields
por: Spence, Holly, et al.
Publicado: (2022)

Functional coding haplotypes and machine-learning feature elimination identifies predictors of Methotrexate Response in Rheumatoid Arthritis patients
por: Lim, Ashley J.W., et al.
Publicado: (2022)

Machine learning to characterize bone biomarkers profile in rheumatoid arthritis
por: Adami, Giovanni, et al.
Publicado: (2023)

Vitamin Status as Predictors in Rheumatoid Arthritis
por: MITITELU, RADU RAZVAN, et al.
Publicado: (2021)

Psychometric properties and cross-language equivalence of the revised Bristol Rheumatoid Arthritis Fatigue and the Rheumatoid Arthritis Impact of Disease scales in rheumatoid arthritis
por: Oude Voshaar, Martijn A. H., et al.
Publicado: (2019)

The impact of fatigue in rheumatoid arthritis and the challenges of its assessment
por: Santos, Eduardo J F, et al.
Publicado: (2019)

Identification and Prediction of Fatigue Trajectories in People With Rheumatoid Arthritis
por: Pettersson, Susanne, et al.
Publicado: (2021)

Clinical predictors of response to methotrexate in patients with rheumatoid arthritis: a machine learning approach using clinical trial data
por: Duong, Stephanie Q., et al.
Publicado: (2022)

Predictors of diastolic dysfunction in rheumatoid arthritis
por: Sakthiswary, Rajalingham, et al.
Publicado: (2015)

The revised Bristol Rheumatoid Arthritis Fatigue measures and the Rheumatoid Arthritis Impact of Disease scale: validation in six countries
por: Hewlett, Sarah, et al.
Publicado: (2018)

Predictors of interest in predictive testing for rheumatoid arthritis among first degree relatives of rheumatoid arthritis patients
por: Wells, Imogen, et al.
Publicado: (2021)

Validation of a machine learning approach to estimate Clinical Disease Activity Index Scores for rheumatoid arthritis
por: Spencer, Alison K., et al.
Publicado: (2021)

PROMIS Fatigue short forms are reliable and valid in adults with rheumatoid arthritis
por: Bingham III, Clifton O., et al.
Publicado: (2019)

Fatigue in rheumatoid arthritis; a persistent problem: a large longitudinal study
por: van Steenbergen, Hanna W, et al.
Publicado: (2015)

Machine learning approaches for the genomic prediction of rheumatoid arthritis and systemic lupus erythematosus
por: Chung, Chih-Wei, et al.
Publicado: (2021)

Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation
por: Mehta, Bella, et al.
Publicado: (2023)

Machine learning identifies a profile of inadequate responder to methotrexate in rheumatoid arthritis
por: Duquesne, Julien, et al.
Publicado: (2022)

Severity of fatigue in people with rheumatoid arthritis, psoriatic arthritis and spondyloarthritis – Results of a cross-sectional study
por: Pilgaard, Trine, et al.
Publicado: (2019)

Nonlinear Complexity Analysis of Brain fMRI Signals in Schizophrenia
por: Sokunbi, Moses O., et al.
Publicado: (2014)

Prevalence and predictors for sustained remission in rheumatoid arthritis
por: Sung, Yoon-Kyoung, et al.
Publicado: (2019)

P.0086 Clinical and psychopathological predictors of fatigue in COVID-19 survivors: a machine learning study
por: Mazza, M.G., et al.
Publicado: (2021)

Fatigue and sleep quality in rheumatoid arthritis patients during hospital admission
por: Szady, Paulina, et al.
Publicado: (2017)

The Experience of people with rheumatoid arthritis living with fatigue: a qualitative metasynthesis
por: Primdahl, Jette, et al.
Publicado: (2019)

The role of non-pharmacological interventions in the management of rheumatoid-arthritis-related fatigue
por: Cramp, Fiona
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_eq69nshc1ou11i96o37hj4c9dp