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- Title
A machine-learning approach to cardiovascular risk prediction in psoriatic arthritis.
- Authors
Navarini, Luca; Sperti, Michela; Currado, Damiano; Costa, Luisa; Deriu, Marco A; Margiotta, Domenico Paolo Emanuele; Tasso, Marco; Scarpa, Raffaele; Afeltra, Antonella; Caso, Francesco
- Abstract
The article discusses a study which proposes a machine-learning approach to cardiovascular risk prediction among patients with psoriatic arthritis (PsA). Topics covered include findings which confirm that machine-learning (ML) techniques can help address the poor performance of traditional CV risk algorithms in these patients, the higher sensitivity in PsA patients exhibited by ML models, and the ability of ML to make effective CV predictions in PsA patients.
- Subjects
ALGORITHMS; CARDIOVASCULAR diseases risk factors; MACHINE learning; PSORIATIC arthritis; RISK assessment; PREDICTION models; DISEASE complications
- Publication
Rheumatology, 2020, Vol 59, Issue 7, p1767
- ISSN
1462-0324
- Publication type
Article
- DOI
10.1093/rheumatology/kez677