Cargando…

Use of machine learning in osteoarthritis research: a systematic literature review

OBJECTIVE: The aim of this systematic literature review was to provide a comprehensive and exhaustive overview of the use of machine learning (ML) in the clinical care of osteoarthritis (OA). METHODS: A systematic literature review was performed in July 2021 using MEDLINE PubMed with key words and M...

Descripción completa

Detalles Bibliográficos
Autores principales:	Binvignat, Marie, Pedoia, Valentina, Butte, Atul J, Louati, Karine, Klatzmann, David, Berenbaum, Francis, Mariotti-Ferrandiz, Encarnita, Sellam, Jérémie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2022
Materias:	Osteoarthritis
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8928401/ https://www.ncbi.nlm.nih.gov/pubmed/35296530 http://dx.doi.org/10.1136/rmdopen-2021-001998

Ejemplares similares

Association between diabetes mellitus and osteoarthritis: systematic literature review and meta-analysis
por: Louati, Karine, et al.
Publicado: (2015)

Association between osteoarthritis and dyslipidaemia: a systematic literature review and meta-analysis
por: Baudart, Pauline, et al.
Publicado: (2017)

Pollutants: a candidate as a new risk factor for osteoarthritis—results from a systematic literature review
por: Deprouw, Camille, et al.
Publicado: (2022)

Cartilage-gut-microbiome axis: a new paradigm for novel therapeutic opportunities in osteoarthritis
por: Berthelot, Jean-Marie, et al.
Publicado: (2019)

Coronary heart disease is associated with a worse clinical outcome of hand osteoarthritis: a cross-sectional and longitudinal study
por: Courties, Alice, et al.
Publicado: (2017)

Cardiometabolic risk factors in primary centred and rotator cuff-related shoulder osteoarthritis: a comparative study
por: Juge, Pierre-Antoine, et al.
Publicado: (2017)

Translation of clinical problems in osteoarthritis into pathophysiological research goals
por: van der Kraan, Peter M, et al.
Publicado: (2016)

Hyaluronan for knee osteoarthritis: an updated meta-analysis of trials with low risk of bias
por: Richette, Pascal, et al.
Publicado: (2015)

Brief Report: A Phase IIb Trial of a Novel Extended‐Release Microsphere Formulation of Triamcinolone Acetonide for Intraarticular Injection in Knee Osteoarthritis
por: Conaghan, Philip G., et al.
Publicado: (2017)

Development of classification criteria for hand osteoarthritis: comparative analyses of persons with and without hand osteoarthritis
por: Haugen, Ida K, et al.
Publicado: (2020)

General Safety and Tolerability of Subcutaneous Tanezumab for Osteoarthritis: A Pooled Analysis of Three Randomized, Placebo‐Controlled Trials
por: Berenbaum, Francis, et al.
Publicado: (2022)

Machine-learning, MRI bone shape and important clinical outcomes in osteoarthritis: data from the Osteoarthritis Initiative
por: Bowes, Michael A., et al.
Publicado: (2021)

Neuropathic pain in the IMI-APPROACH knee osteoarthritis cohort: prevalence and phenotyping
por: van Helvoort, Eefje Martine, et al.
Publicado: (2021)

Subcutaneous tanezumab for osteoarthritis of the hip or knee: efficacy and safety results from a 24-week randomised phase III study with a 24-week follow-up period
por: Berenbaum, Francis, et al.
Publicado: (2020)

Phase IIa, placebo-controlled, randomised study of lutikizumab, an anti-interleukin-1α and anti-interleukin-1β dual variable domain immunoglobulin, in patients with erosive hand osteoarthritis
por: Kloppenburg, Margreet, et al.
Publicado: (2019)

Development of radiographic classification criteria for hand osteoarthritis: a methodological report (Phase 2)
por: Haugen, Ida K, et al.
Publicado: (2022)

Surgical denervation as a treatment strategy for pain in hand osteoarthritis: a systematic literature review
por: van der Meulen, Coen, et al.
Publicado: (2023)

Efficacy and safety of non-pharmacological, pharmacological and surgical treatment for hand osteoarthritis: a systematic literature review informing the 2018 update of the EULAR recommendations for the management of hand osteoarthritis
por: Kroon, Féline P B, et al.
Publicado: (2018)

Association between hyperuricaemia and hand osteoarthritis: data from the Xiangya Osteoarthritis Study
por: Zhu, Yanqiu, et al.
Publicado: (2023)

Magnetic Resonance Imaging–Defined Osteoarthritis Features and Anterior Knee Pain in Individuals With, or at Risk for, Knee Osteoarthritis: A Multicenter Study on Osteoarthritis
por: Macri, Erin M., et al.
Publicado: (2022)

Discovery of an autoantibody signature for the early diagnosis of knee osteoarthritis: data from the Osteoarthritis Initiative
por: Camacho-Encina, María, et al.
Publicado: (2019)

Average symptom trajectories following incident radiographic knee osteoarthritis: data from the Osteoarthritis Initiative
por: Whittle, Rebecca, et al.
Publicado: (2016)

Association Between Gut Microbiota and Symptomatic Hand Osteoarthritis: Data From the Xiangya Osteoarthritis Study
por: Wei, Jie, et al.
Publicado: (2021)

Men and Women's Occupational Activities and the Risk of Developing Osteoarthritis of the Knee, Hip, or Hands: A Systematic Review and Recommendations for Future Research
por: Gignac, Monique A. M., et al.
Publicado: (2020)

Structural Associations of Symptomatic Knee Osteoarthritis
por: Stoppiello, Laura A, et al.
Publicado: (2014)

Obesity, osteoarthritis and genetic risk: The rs182052 polymorphism in the ADIPOQ gene is potentially associated with risk of knee osteoarthritis
por: Jiang, L., et al.
Publicado: (2018)

Towards secondary prevention of early knee osteoarthritis
por: Mahmoudian, Armaghan, et al.
Publicado: (2018)

Critical role for arginase II in osteoarthritis pathogenesis
por: Choi, Wan-Su, et al.
Publicado: (2019)

Diabetes mellitus is not a risk factor for osteoarthritis
por: Khor, Andrew, et al.
Publicado: (2020)

Increased risk of osteoarthritis in patients with atopic disease
por: Baker, Matthew C, et al.
Publicado: (2023)

Genome-wide association of phenotypes based on clustering patterns of hand osteoarthritis identify WNT9A as novel osteoarthritis gene
por: Boer, Cindy Germaine, et al.
Publicado: (2021)

Pain in hand osteoarthritis is associated with crystals in the synovial fluid: a cross-sectional study of people with hand osteoarthritis undergoing surgery
por: Døssing, Anna, et al.
Publicado: (2023)

The effects of different antihypertensive drugs on pain and joint space width of knee osteoarthritis – A comparative study with data from Osteoarthritis Initiative
por: Li, Mingyang, et al.
Publicado: (2021)

Willingness to Undergo Joint Surgery Following a First‐Line Intervention for Osteoarthritis: Data From the Better Management of People With Osteoarthritis Register
por: Dell’Isola, Andrea, et al.
Publicado: (2021)

Characterization of the Cartilage DNA Methylome in Knee and Hip Osteoarthritis
por: Rushton, Michael D, et al.
Publicado: (2014)

Genomic Risk Score for Advanced Osteoarthritis in Older Adults
por: Lacaze, Paul, et al.
Publicado: (2022)

Preliminary validation of the Knee Inflammation MRI Scoring System (KIMRISS) for grading bone marrow lesions in osteoarthritis of the knee: data from the Osteoarthritis Initiative
por: Jaremko, Jacob L, et al.
Publicado: (2017)

Multidimensional minimal clinically important differences in knee osteoarthritis after comprehensive rehabilitation: a prospective evaluation from the Bad Zurzach Osteoarthritis Study
por: Angst, Felix, et al.
Publicado: (2018)

Baseline clinical characteristics of predicted structural and pain progressors in the IMI-APPROACH knee OA cohort
por: van Helvoort, Eefje Martine, et al.
Publicado: (2021)

Total Serum Testosterone and Western Ontario and McMaster Universities Osteoarthritis Index Pain and Function Among Older Men and Women With Severe Knee Osteoarthritis
por: Freystaetter, Gregor, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_oap19fpagqs16dhq26rdfjf850