Cargando…

Validity of Machine Learning in Predicting Giant Cell Arteritis Flare After Glucocorticoids Tapering

BACKGROUND: Inferential statistical methods failed in identifying reliable biomarkers and risk factors for relapsing giant cell arteritis (GCA) after glucocorticoids (GCs) tapering. A ML approach allows to handle complex non-linear relationships between patient attributes that are hard to model with...

Descripción completa

Detalles Bibliográficos
Autores principales:	Venerito, Vincenzo, Emmi, Giacomo, Cantarini, Luca, Leccese, Pietro, Fornaro, Marco, Fabiani, Claudia, Lascaro, Nancy, Coladonato, Laura, Mattioli, Irene, Righetti, Giulia, Malandrino, Danilo, Tangaro, Sabina, Palermo, Adalgisa, Urban, Maria Letizia, Conticini, Edoardo, Frediani, Bruno, Iannone, Florenzo, Lopalco, Giuseppe
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Immunology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017227/ https://www.ncbi.nlm.nih.gov/pubmed/35450069 http://dx.doi.org/10.3389/fimmu.2022.860877

Ejemplares similares

Cytokine Signatures in Mucocutaneous and Ocular Behçet’s Disease
por: Lopalco, Giuseppe, et al.
Publicado: (2017)

Update on the Medical Management of Gastrointestinal Behçet's Disease
por: Lopalco, Giuseppe, et al.
Publicado: (2017)

Comparison of Adalimumab to Other Targeted Therapies in Rheumatoid Arthritis: Results from Systematic Literature Review and Meta-Analysis
por: Cacciapaglia, Fabio, et al.
Publicado: (2022)

Management of Takayasu arteritis diagnosed during pregnancy: A case report
por: AREZZO, Francesca, et al.
Publicado: (2020)

Long-Term Effectiveness of Secukinumab in Patients with Axial Spondyloarthritis
por: Gentileschi, Stefano, et al.
Publicado: (2020)

COVID-19, rheumatic diseases and immunosuppressive drugs: an appeal for medication adherence
por: Venerito, Vincenzo, et al.
Publicado: (2020)

A Machine Learning Approach to Predict Remission in Patients With Psoriatic Arthritis on Treatment With Secukinumab
por: Venerito, Vincenzo, et al.
Publicado: (2022)

Unveiling the Efficacy, Safety, and Tolerability of Anti-Interleukin-1 Treatment in Monogenic and Multifactorial Autoinflammatory Diseases
por: Bettiol, Alessandra, et al.
Publicado: (2019)

Atypical Posterior Reversible Encephalopathy Syndrome (PRES) in a Patient with Polymyalgia Rheumatica and Giant Cell Arteritis
por: FALSETTI, PAOLO, et al.
Publicado: (2021)

Giant cell arteritis presenting as a stroke in the internal carotid artery territory: a case-based review
por: Conticini, Edoardo, et al.
Publicado: (2021)

Immunogenicity of BNT162b2 mRNA SARS-CoV-2 vaccine in patients with psoriatic arthritis on TNF inhibitors
por: Venerito, Vincenzo, et al.
Publicado: (2022)

Relapses of idiopathic inflammatory myopathies after vaccination against COVID-19: a real-life multicenter Italian study
por: Conticini, Edoardo, et al.
Publicado: (2022)

The Role of Biosimilars in Uveitis: Long-Term Real-World Outcomes of the Switch From Original to Biosimilar TNF-Alpha Inhibitors
por: Fabiani, Claudia, et al.
Publicado: (2019)

Immunogenicity and Safety of Adjuvanted Recombinant Zoster Vaccine in Rheumatoid Arthritis Patients on Anti-Cellular Biologic Agents or JAK Inhibitors: A Prospective Observational Study
por: Venerito, Vincenzo, et al.
Publicado: (2023)

Adalimumab Accounts for Long-Term Control of Noninfectious Uveitis Also in the Absence of Concomitant DMARD Treatment: A Multicenter Retrospective Study
por: Bitossi, Alice, et al.
Publicado: (2019)

The Role of Multimodality Imaging in Monitoring Disease Activity and Therapeutic Response to Tocilizumab in Giant Cell Arteritis
por: Conticini, Edoardo, et al.
Publicado: (2020)

Clinical profile and evolution of patients with juvenile-onset Behçet’s syndrome over a 25-year period: insights from the AIDA network
por: Sota, Jurgen, et al.
Publicado: (2021)

Exploring the Oral Microbiome in Rheumatic Diseases, State of Art and Future Prospective in Personalized Medicine with an AI Approach
por: Bellando-Randone, Silvia, et al.
Publicado: (2021)

Basic Characteristics of Adults with Periodic Fever, Aphthous Stomatitis, Pharyngitis, and Adenopathy Syndrome in Comparison with the Typical Pediatric Expression of Disease
por: Cattalini, Marco, et al.
Publicado: (2015)

Radiomics to predict the mortality of patients with rheumatoid arthritis-associated interstitial lung disease: A proof-of-concept study
por: Venerito, Vincenzo, et al.
Publicado: (2023)

Biological tapering and sonographic flare in rheumatoid arthritis
por: Ko, Chi-Hua, et al.
Publicado: (2018)

Putative Role of Serum Amyloid-A and Proinflammatory Cytokines as Biomarkers for Behcet's Disease
por: Lopalco, Giuseppe, et al.
Publicado: (2015)

Real-Life Data on the Efficacy of Canakinumab in Patients with Adult-Onset Still's Disease
por: Vitale, Antonio, et al.
Publicado: (2020)

Mucocutaneous Involvement in Behçet's Disease: How Systemic Treatment Has Changed in the Last Decades and Future Perspectives
por: Rotondo, Cinzia, et al.
Publicado: (2015)

AI am a rheumatologist: a practical primer to large language models for rheumatologists
por: Venerito, Vincenzo, et al.
Publicado: (2023)

New Potential Weapons for Refractory Scleritis in the Era of Targeted Therapy
por: Fabiani, Claudia, et al.
Publicado: (2020)

Lipids and Atherogenic Indices Fluctuation in Rheumatoid Arthritis Patients on Long-Term Tocilizumab Treatment
por: Cacciapaglia, Fabio, et al.
Publicado: (2018)

Uncovering the Underworld of Axial Spondyloarthritis
por: Del Vescovo, Sergio, et al.
Publicado: (2023)

Interleukin-1 as a Common Denominator from Autoinflammatory to Autoimmune Disorders: Premises, Perils, and Perspectives
por: Lopalco, Giuseppe, et al.
Publicado: (2015)

Canakinumab as first-line biological therapy in Still’s disease and differences between the systemic and the chronic-articular courses: Real-life experience from the international AIDA registry
por: Vitale, Antonio, et al.
Publicado: (2022)

Empowering Patients in the Therapeutic Decision-Making Process: A Glance Into Behçet's Syndrome
por: Marinello, Diana, et al.
Publicado: (2021)

Tocilizumab Vs Methotrexate in a Cohort of Patients Affected by Active GCA: A Comparative Clinical and Ultrasonographic Study
por: Grazzini, Silvia, et al.
Publicado: (2023)

Sarcopenia in Patients with Rheumatic Diseases: Prevalence and Associated Risk Factors
por: Barone, Michele, et al.
Publicado: (2018)

The Use and Utility of Machine Learning in Achieving Precision Medicine in Systemic Sclerosis: A Narrative Review
por: Bonomi, Francesco, et al.
Publicado: (2022)

Neutrophil Extracellular Traps in ANCA-Associated Vasculitis and Interstitial Lung Disease: A Scoping Review
por: d’Alessandro, Miriana, et al.
Publicado: (2022)

Polymyalgia rheumatica following infective triggers or vaccinations: a different subset of disease?
por: Falsetti, Paolo, et al.
Publicado: (2020)

Glucocorticoid tapering and associated outcome in patients with newly diagnosed systemic lupus erythematosus: the real-world GULP prospective observational study
por: Floris, Alberto, et al.
Publicado: (2022)

Proinflammatory Cytokines and Antiskin Autoantibodies in Patients With Inherited Epidermolysis Bullosa
por: Annicchiarico, Giuseppina, et al.
Publicado: (2015)

Flare during tapering of biological DMARDs in patients with rheumatoid arthritis in routine care: characteristics and predictors
por: Terslev, L, et al.
Publicado: (2022)

Extra-Articular Manifestations and Comorbidities in Psoriatic Disease: A Journey Into the Immunologic Crosstalk
por: Novelli, Lucia, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_ereqbl7kmqjcbftek6vlq01i36