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Precision Medicine-Based Machine Learning Analyses to Explore Optimal Exercise Therapies for Individuals With Knee Osteoarthritis: Random Forest-Informed Tree-Based Learning.
Kim, Siyeon; Kosorok, Michael R; Arbeeva, Liubov; Schwartz, Todd A; Callahan, Leigh F; Golightly, Yvonne M; Nelson, Amanda E; Allen, Kelli D.
Affiliation
  • Kim S; S. Kim, MA, M.R. Kosorok, PhD, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
  • Kosorok MR; S. Kim, MA, M.R. Kosorok, PhD, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
  • Arbeeva L; L. Arbeeva, MS, L.F. Callahan, PhD, Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
  • Schwartz TA; T.A. Schwartz, DrPH, Department of Biostatistics, Gillings School of Global Public Health, and Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
  • Callahan LF; L. Arbeeva, MS, L.F. Callahan, PhD, Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
  • Golightly YM; Y.M. Golightly, PT, MS, PhD, Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, and College of Allied Health Professions, University of Nebraska Medical Center, Omaha, Nebraska, and Department of Epidemiology, University of North Carolina at
  • Nelson AE; A.E. Nelson, MD, MSCR, Thurston Arthritis Research Center, and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
  • Allen KD; K.D. Allen, PhD, Thurston Arthritis Research Center, and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, and Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Medical Center, Durham, North Carolina, USA. kdallen@emai
J Rheumatol ; 50(10): 1341-1345, 2023 10.
Article in En | MEDLINE | ID: mdl-37527856
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Osteoarthritis, Knee Type of study: Clinical_trials / Prognostic_studies Limits: Humans Language: En Journal: J Rheumatol Year: 2023 Document type: Article Country of publication: Canada
Fulltext
Add to My VHL
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Osteoarthritis, Knee Type of study: Clinical_trials / Prognostic_studies Limits: Humans Language: En Journal: J Rheumatol Year: 2023 Document type: Article Country of publication: Canada