Mr. Dallas K. Tada Profile

Dallas K. Tada

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Publications (3)

SPIE Journal Paper | 29 May 2024

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

Dallas K. Tada, Pangyu Teng, Kalyani Vyapari, Ashley Banola, George Foster, Esteban Diaz, Grace Hyun J. Kim, Jonathan G. Goldin, Fereidoun Abtin, Michael McNitt-Gray, Matthew S. Brown

JMI, Vol. 11, Issue 03, 034502, (May 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.3.034502

KEYWORDS: Lung, Image segmentation, Voxels, Education and training, Radio over Fiber, Computed tomography, Emphysema, 3D image processing, Visualization, Chronic obstructive pulmonary disease

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Proceedings Article | 3 April 2024 Presentation + Paper

Predicting endobronchial valve treatment response in emphysema patients using the lung fissure integrity score extracted from chest CT scans

Dallas Tada, Grace Kim, Pangyu Teng, Kalyani Vyapari, Ashley Banola, Fereidoun Abtin, Jonathan Goldin, Michael McNitt-Gray, Matthew Brown

Proceedings Volume 12927, 129270M (2024) https://doi.org/10.1117/12.3008764

KEYWORDS: Computed tomography, Lung, Emphysema, Image segmentation, Education and training, Chest, Voxels, Radio over Fiber, Deep learning, Data modeling

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Proceedings Article | 7 April 2023 Presentation + Paper

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

Dallas Tada, Pangyu Teng, Michael McNitt-Gray, Grace Kim, Matthew Brown, Jonathan Goldin, Kalyani Vyapari, Ashley Banola

Proceedings Volume 12465, 124651F (2023) https://doi.org/10.1117/12.2653698

KEYWORDS: Image segmentation, Computed tomography, Lung, Voxels, Education and training, Emphysema, 3D image processing, 3D modeling, Deep learning

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