Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansImagingThree-DimensionalTomographyX-Ray Computed
Balancing Accuracy and Interpretability in Automated 3D Lung Segmentation for Lung Disease: The Role of Classical Techniques.
Alessandro Molani, Andrea Aliverti, Francesca Pennati
Published: 202510.1109/EMBC58623.2025.11252893
Abstract
This study presents an automatic segmentation algorithm for accurately delineating lungs with pathological attenuations in 3D computed tomography (CT) images. Classical image processing methods are applied, including intrinsic image decomposition (II…
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