Efficient data labeling strategies for automated muscle segmentation in lower leg MRIs of Charcot-Marie-Tooth disease patients - Lee, Seung-Ah; Kim, Hyun Su; Yang, Ehwa; Yoon, Young Cheol; Lee, Ji Hyun; Choi, Byung-Ok; Kim, Jae-Hun (PloS one, 2024)
Keywords: Adolescent; Adult; Aged; Analysis; Automation; Biological markers; Biomarkers; Care and treatment; Charcot-Marie-Tooth disease; Charcot-Marie-Tooth Disease - diagnostic imaging; Charcot-Marie-Tooth Disease - pathology; Denervation; Diagnosis; Female; Humans; Image processing; Image Processing, Computer-Assisted - methods; Image segmentation; Labeling; Learning; Leg; Leg - diagnostic imaging; Leg - pathology; Legs; Machine learning; Magnetic resonance; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Methods; Middle Aged; Muscle, Skeletal - diagnostic imaging; Muscle, Skeletal - pathology; Muscles; Patients; Performance evaluation; Segmentation; Semi-supervised learning; Young Adult; South Korea