The Application of Machine Learning Algorithms to the Analysis of Electromyographic Patterns From Arthritic Patients - Nair, Sumitra S.; French, Robert M.; Laroche, Davy; Thomas, Elizabeth (IEEE transactions on neural systems and rehabilitation engineering, 2010)
Keywords: Algorithm design and analysis; Algorithms; Arthritis; Arthritis - physiopathology; Artificial Intelligence; Biomechanical Phenomena; Classification; Data Collection; Discriminant analysis; Electromyographic (EMG); Electromyography; Electromyography - statistics & numerical data; Gait - physiology; gait data; Hip; Humans; kernel methods; Linear discriminant analysis; Machine learning; Machine learning algorithms; Muscles; Musculoskeletal system; Neural networks; osteoarthritis; Pattern analysis; Reproducibility of Results; rheumatoid arthritis; ROC Curve; Signal Processing, Computer-Assisted; Studies; three-dimensional (3-D) locomotion analysis