Combining enhanced spectral resolution of EMG and a deep learning approach for knee pathology diagnosis - Khader, Ateka; Zyout, Ala’a; Al Fahoum, Amjed (PloS one, 2024)
Keywords: Accuracy; Adult; Aged; Algorithms; Arthritis; Artificial intelligence; Biology and Life Sciences; Cartilage; Computer and Information Sciences; Data mining; Datasets; Deep Learning; Diagnosis; Electromyography; Electromyography - methods; Female; Health aspects; Humans; Joints (anatomy); Knee; Knee Joint - physiopathology; Machine learning; Magnetic resonance imaging; Male; Medical diagnosis; Medical examination; Medical imaging; Medical research; Medicine and Health Sciences; Medicine, Experimental; Methods; Middle Aged; Muscle function; Muscle, Skeletal - physiopathology; Muscles; Osteoarthritis; Osteoarthritis, Knee - diagnosis; Osteoarthritis, Knee - physiopathology; Pathology; Quadriceps muscle; Research and Analysis Methods; Signal processing; Signal Processing, Computer-Assisted; Spectral analysis; Spectral resolution; Spectrum analysis; Tomography; X-rays; Jordan