Applying Machine Learning and Point-Set Registration to Automatically Measure the Severity of Spinal Curvature on Radiographs - Wong, Jason; Reformat, Marek; Lou, Edmond (IEEE journal of translational engineering in health and medicine, 2024)
Keywords: Acceptance; Adolescent; Algorithms; Artificial neural networks; Child; Convolutional neural network; Convolutional neural networks; Diagnostic radiography; Error analysis; Human error; Humans; Image segmentation; Iterative methods; Kyphosis; Machine learning; Measurement methods; Measurement uncertainty; point-set registration; radiograph; Radiographs; Radiography; Scoliosis; Scoliosis - diagnosis; Segmentation; Spinal curvature; Spine - diagnostic imaging; Time measurement; Training; Vertebrae; Workflow; point-set registration; radiograph; machine learning; Convolutional neural network; scoliosis