Jonathan S Ramos, Mirela T Cazzolato, Oscar C Linares, Jamilly G Maciel, Rafael Menezes-Reis, Paulo M Azevedo-Marques, Marcello H Nogueira-Barbosa, Traina Caetano, Agma J M Traina
Accurate and efficient segmenting of vertebral bodies, muscles, and discs is crucial for analyzing various spinal diseases. However, traditional methods are either laborious and time-consuming (manual segmentation) or require extensive training data (fully automatic segmentation). FastCleverSeg, our proposed semi-automatic segmentation approach, addresses those limitations by significantly reducing user interaction while maintaining high accuracy. First, we reduce user interaction by requiring the manual annotation of only two or three slices...
March 18, 2024: Magnetic Resonance Imaging