3D patch-based CNN for fissure segmentation on CT images to quantitatively assess fissure integrity and evaluate emphysema patients for endobronchial valve treatment

Dallas K. Tada, Pangyu Teng, Michael F. McNitt-Gray, Grace H. Kim, Matthew S. Brown, Jonathan G. Goldin, Kalyani Vyapari, Ashley Banola. 3D patch-based CNN for fissure segmentation on CT images to quantitatively assess fissure integrity and evaluate emphysema patients for endobronchial valve treatment. In Khan M. Iftekharuddin, Weijie Chen, editors, Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA, February 19-23, 2023. Volume 12465 of SPIE Proceedings, SPIE, 2023. [doi]

Authors

Dallas K. Tada

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Pangyu Teng

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Michael F. McNitt-Gray

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Grace H. Kim

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Matthew S. Brown

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Jonathan G. Goldin

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Kalyani Vyapari

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Ashley Banola

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