Machine Learning Applied to Patient‐Reported Outcomes to Classify Physician‐Derived Measures of Rheumatoid Arthritis Disease Activity
Patient‐reported outcome (PRO) data have assumed increasing importance in the care of patients with rheumatoid arthritis (RA), yet physician‐derived disease activity measures, such as Clinical Disease Activity Index (CDAI), remain the most accepted metrics to assess disease activity. The possibility that newer longitudinal PRO data might be used as a proxy for the CDAI has not been evaluated.
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Machine Learning Applied to Patient‐Reported Outcomes to Classify Physician‐Derived Measures of Rheumatoid Arthritis Disease Activity
Semantic Scholar · Medicine · 2022
Abstract
Patient‐reported outcome (PRO) data have assumed increasing importance in the care of patients with rheumatoid arthritis (RA), yet physician‐derived disease activity measures, such as Clinical Disease Activity Index (CDAI), remain the most accepted metrics to assess disease activity. The possibility that newer longitudinal PRO data might be used as a proxy for the CDAI has not been evaluated.