Quantifying lung fissure integrity using a three-dimensional patch-based convolutional neural network on CT images for emphysema treatment planning

By sjmartinez • May 31, 2024

Tada DK, Teng P, Vyapari K, Banola A, Foster G, Diaz E, Kim GHJ, Goldin JG, Abtin F, McNitt-Gray M, Brown MS. Quantifying lung fissure integrity using a three-dimensional patch-based convolutional neural network on CT images for emphysema treatment planning. J Med Imaging (Bellingham). 2024 May;11(3):034502. doi: 10.1117/1.JMI.11.3.034502. Epub 2024 May 29. PMID: 38817711; PMCID: PMC11135203.

Tags: Deep learning, emphysema, endobronchial valve, fissure, fissure integrity score, nnU-Net, Publications, Pulmonary, Critical Care & Sleep Medicine

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