EULAR points to consider for the use of big data in rheumatic and musculoskeletal diseases

L Gossec, J Kedra, H Servy, A Pandit… - Annals of the …, 2020 - ard.bmj.com
Background Tremendous opportunities for health research have been unlocked by the
recent expansion of big data and artificial intelligence. However, this is an emergent area …

Current status of use of big data and artificial intelligence in RMDs: a systematic literature review informing EULAR recommendations

J Kedra, T Radstake, A Pandit, X Baraliakos… - RMD open, 2019 - rmdopen.bmj.com
Objective To assess the current use of big data and artificial intelligence (AI) in the field of
rheumatic and musculoskeletal diseases (RMDs). Methods A systematic literature review …

The basics of data, big data, and machine learning in clinical practice

D Soriano-Valdez, I Pelaez-Ballestas… - Clinical …, 2021 - Springer
Health informatics and biomedical computing have introduced the use of computer methods
to analyze clinical information and provide tools to assist clinicians during the diagnosis and …

[HTML][HTML] Understanding the role and adoption of artificial intelligence techniques in rheumatology research: an in-depth review of the literature

A Madrid-García, B Merino-Barbancho… - Seminars in Arthritis and …, 2023 - Elsevier
The major and upward trend in the number of published research related to rheumatic and
musculoskeletal diseases, in which artificial intelligence plays a key role, has exhibited the …

Harnessing big data, smart and digital technologies and artificial intelligence for preventing, early intercepting, managing, and treating psoriatic arthritis: insights from …

NL Bragazzi, C Bridgewood, A Watad… - Frontiers in …, 2022 - frontiersin.org
Background Rheumatological and dermatological disorders contribute to a significant
portion of the global burden of disease. Big Data are increasingly having a more and more …

Rheumatology 4.0: big data, wearables and diagnosis by computer

GR Burmester - Annals of the rheumatic diseases, 2018 - ard.bmj.com
Let's jump into the future, about 10 years from now. Sandy Myers (fictional name) is a 44-
year-old female IT specialist. She is suffering from joint pain, morning stiffness, swollen …

Big data and data processing in rheumatology: bioethical perspectives

A Manrique de Lara, I Peláez-Ballestas - Clinical rheumatology, 2020 - Springer
Big data analytics and processing through artificial intelligence (AI) are increasingly being
used in the health sector. This includes both clinical and research settings, and newly in …

Artificial intelligence and deep learning for rheumatologists

C McMaster, A Bird, DFL Liew… - Arthritis & …, 2022 - Wiley Online Library
Deep learning has emerged as the leading method in machine learning, spawning a rapidly
growing field of academic research and commercial applications across medicine. Deep …

Narrative review of machine learning in rheumatic and musculoskeletal diseases for clinicians and researchers: biases, goals, and future directions

AE Nelson, L Arbeeva - The Journal of rheumatology, 2022 - jrheum.org
There has been rapid growth in the use of artificial intelligence (AI) analytics in medicine in
recent years, including in rheumatic and musculoskeletal diseases (RMDs). Such methods …

Big Data and artificial intelligence: Will they change our practice?

J Kedra, L Gossec - Joint Bone Spine, 2020 - Elsevier
Conclusion Big Data is by its very nature an extremely vast, dynamic and constantly evolving
field, which has the potential to transform medical research but which can also have an …