Mr. Brad Stiehl Profile

Brad Stiehl

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Publications (2)

Proceedings Article | 15 February 2021 Presentation + Paper

A quantitative prediction of the post-operative lobectomy lung physiology using a GPU-based linear elastic lung biomechanics model and a constrained generative adversarial learning approach

Anand Santhanam, Brad Stiehl, Michael Lauria, Igor Barjaktarevic, Jonathan Goldin, Jane Yanagawa, Daniel Low

Proceedings Volume 11598, 115980S (2021) https://doi.org/10.1117/12.2582271

KEYWORDS: Lung, Physiology, Surgery, Image segmentation, Computer simulations, Algorithm development, Machine learning, Lung cancer, Image processing algorithms and systems, Chronic obstructive pulmonary disease

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Proceedings Article | 10 March 2020 Presentation + Paper

An adversarial machine-learning-based approach and biomechanically guided validation for improving deformable image registration accuracy between a planning CT and cone-beam CT for adaptive prostate radiotherapy applications

Anand Santhanam, Michael Lauria, Brad Stiehl, Daniel Elliott, Saty Seshan, Scott Hsieh, Minsong Cao, Daniel Low

Proceedings Volume 11313, 113130P (2020) https://doi.org/10.1117/12.2550493

KEYWORDS: Computed tomography, Image registration, Image processing, Prostate, Medical imaging, Machine learning, Neural networks, Radiotherapy, Image quality, Data modeling, Finite element methods

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