Lung vessel connectivity map as anatomical prior knowledge for deep learning-based lung lobe segmentation.
Simone BendazzoliEmelie BäcklinÖrjan SmedbyBirgitta Janerot-SjobergBryan ConnollyChunliang WangPublished in: Journal of medical imaging (Bellingham, Wash.) (2024)
Incorporating prior anatomical information, such as LVC, into the DL model shows promise for enhancing segmentation performance, particularly in the boundary regions. However, the extent of this improvement has limitations, prompting further exploration of its practical applicability.