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Figure A.1: An axial lung CT slice with visible fissures. The left upper lobe (LUL) and left lower lobe (LLL) are defined by a major fissure (indicated by red arrows); the right upper lobe (RUL), right middle lobe (RML), and right lower lobe (RLL) are defined by a major fissure (indicated by red arrows) and a minor fissure (indicated by yellow arrows).
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Image segmentation is a fundamental and challenging problem in computer vision with applications spanning multiple areas, such as medical imaging, remote sensing, and autonomous vehicles. Recently, convolutional neural networks (CNNs) have gained traction in the design of automated segmentation pipelines. Although CNN-based models are adept at lear...
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