Predicting early symptomatic osteoarthritis in the human knee using machine learning classification of magnetic resonance images from the osteoarthritis initiative

Author:

Ashinsky Beth G.1,Bouhrara Mustapha1,Coletta Christopher E.2,Lehallier Benoit3,Urish Kenneth L.4,Lin Ping-Chang5,Goldberg Ilya G.2,Spencer Richard G.1

Affiliation:

1. Laboratory of Clinical Investigation; Magnetic Resonance Imaging and Spectroscopy Section; National Institute on Aging, NIH; 251 Bayview Boulevard Baltimore 21224 Maryland

2. Image Informatics and Computational Biology Unit; National Institute on Aging, NIH; Baltimore Maryland

3. Department of Neurology and Neurological Sciences; Stanford University School of Medicine; Stanford California

4. Bone and Joint Center; Magee Women's Hospital; Department of Orthopaedic Surgery; Pittsburgh Pennsylvania

5. Department of Radiology; College of Medicine; Howard University; Washington, DC Washington

Funder

National Institute on Aging

National Institutes of Health

Publisher

Wiley

Subject

Orthopedics and Sports Medicine

Reference45 articles.

1. Osteoarthritis;Swedberg;Am Fam Physician,1992

2. Epidemiology of osteoarthritis;Davis;Clin Geriatr Med,1988

3. Advanced MRI of articular cartilage;Braun;Imaging Med,2011

4. Diagnosis of osteoarthritis: imaging;Braun;Bone,2012

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