Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study
Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study
Kaushal Rao
1
, BS ;
William Speier
1
, PhD ;
Yiwen Meng
1
, PhD ;
Jinhan Wang
1
, BS, MS ;
Nidhi Ramesh
1
;
Fenglong Xie
2
, PhD ;
Yujie Su
2
, MS ;
W Benjamin Nowell
3
, MSW, PhD ;
Jeffrey R Curtis
2
, MPH, MS, MD ;
Corey Arnold
1
, PhD
1
Department of Radiological Sciences, University of California, Los Angeles, Los Angeles, CA, United States
2
Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL, United States
3
Global Healthy Living Foundation, Upper Nyack, NY, United States
Corresponding Author:
-
Jeffrey R Curtis, MPH, MS, MD
-
Division of Clinical Immunology and Rheumatology
-
University of Alabama at Birmingham
-
1825 University Blvd
-
Shelby 121H
-
Birmingham, AL, 35233
-
United States
-
Phone:
1 205-937-0585
-
Email: jcurtis@uab.edu