Use of Artificial Intelligence in rheumatoid arthtitis

Early diagnosis of rheumatoid arthritis (RA) is essential in preventing irreversible joint damage, disease progression, reducing symptoms, and improving long-term outcomes for patients. Artificial intelligence (AI) including machine learning (ML) and deep learning (DL) have the potential of helping medical professionals in detecting RA at an early stage and therefore helping in disease management and timely intervention. However, more research is required to confirm dependabillity of AI in RA. Despite the promising results achieved by AI models they are not fully ready to be used in clinical practice. Future investigations are required to create reliable algorithms.

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Publication Details

Journal
Quality in Sport
Published
2025-11-20
DOI
https://doi.org/10.12775/qs.2025.46.66588
Primary Topic
Rheumatoid Arthritis Research and Therapies
Type
article
Field-Weighted Citation Impact
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article

Use of Artificial Intelligence in rheumatoid arthtitis

Klaudia Kleczaj, Damian Osiński, Julia Kanarszczuk, Zuzanna Kawa et al.
Quality in Sport
Rheumatoid Arthritis Research and Therapies
article

Use of Artificial Intelligence in rheumatoid arthtitis

Klaudia Kleczaj, Damian Osiński, Julia Kanarszczuk, Zuzanna Kawa, Gabriela Babiarz, Valentyna Levadna, Maria Kasprzak, Aleksandra Jędrzejewska, Julia Jaworowska, Aleksandra Jureczko
article en

Abstract

Early diagnosis of rheumatoid arthritis (RA) is essential in preventing irreversible joint damage, disease progression, reducing symptoms, and improving long-term outcomes for patients. Artificial intelligence (AI) including machine learning (ML) and deep learning (DL) have the potential of helping medical professionals in detecting RA at an early stage and therefore helping in disease management and timely intervention. However, more research is required to confirm dependabillity of AI in RA. Despite the promising results achieved by AI models they are not fully ready to be used in clinical practice. Future investigations are required to create reliable algorithms.

Quality in SportVol. 46
Medical University of Lublin (PL), Science Club (US)
Openalex Percentile: Top 50%
Rheumatoid Arthritis Research and Therapies
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