Dr. Daniel A. Low Profile

Dr. Daniel A. Low

Associate Professor

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Publications (10)

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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Proceedings Article | 16 February 2012 Paper

Data mining DICOM RT objects for quality control in radiation oncology

Ruchi Deshpande, John DeMarco, Daniel Low, Anh Le, Brent Liu

Proceedings Volume 8319, 83190Q (2012) https://doi.org/10.1117/12.911075

KEYWORDS: Databases, Toxicity, Data mining, Radiation oncology, Rectum, Data modeling, Knowledge discovery, Radiotherapy, Tissues, Computed tomography

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Proceedings Article | 29 March 2007 Paper

A comparison of lung motion measured using implanted electromagnetic transponders and motion algorithmically predicted using external surrogates as an alternative to respiratory correlated CT imaging

Kristen Lechleiter, Daniel Low, Amir Chaudhari, Wei Lu, James Hubenschmidt, Martin Mayse, Steven Dimmer, Jeffrey Bradley, Parag Parikh

Proceedings Volume 6511, 65111P (2007) https://doi.org/10.1117/12.710203

KEYWORDS: Transponders, Lung, Motion models, Motion measurement, Tumors, Radiotherapy, 3D modeling, Tissues, Mathematical modeling, Electromagnetism

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Proceedings Article | 16 March 2007 Paper

Development of the 4D Phantom for patient-specific end-to-end radiation therapy QA

K. Malinowski, C. Noel, W. Lu, K. Lechleiter, J. Hubenschmidt, D. Low, P. Parikh

Proceedings Volume 6510, 65100E (2007) https://doi.org/10.1117/12.713841

KEYWORDS: Tumors, Computed tomography, Radiotherapy, Tissues, Imaging systems, 3D image processing, 4D CT imaging, Lung, Cameras, Computer programming

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Proceedings Article | 5 March 2007 Paper

Analysis of free breathing motion using artifact reduced 4D CT image data

Jan Ehrhardt, Rene Werner, Thorsten Frenzel, Wei Lu, Daniel Low, Heinz Handels

Proceedings Volume 6512, 65121N (2007) https://doi.org/10.1117/12.708171

KEYWORDS: Tumors, Lung, Motion analysis, 4D CT imaging, Image segmentation, Skin, Computed tomography, Visualization, 3D image reconstruction, Optical flow

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Proceedings Article | 2 March 2007 Paper

Level set motion assisted non-rigid 3D image registration

Deshan Yang, Joseph Deasy, Daniel Low, Issam El Naqa

Proceedings Volume 6512, 651207 (2007) https://doi.org/10.1117/12.710024

KEYWORDS: Image registration, Image resolution, Motion models, Optical flow, Image processing, Motion estimation, 3D image processing, Medical imaging, Computed tomography, Medical imaging applications

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Proceedings Article | 10 March 2006 Paper

Modeling lung motion using consistent image registration in four-dimensional computed tomography for radiation therapy

Wei Lu, Joo Hyun Song, Gary Christensen, Parag Parikh, Jeffrey Bradley, Daniel Low

Proceedings Volume 6144, 61442L (2006) https://doi.org/10.1117/12.652761

KEYWORDS: Lung, Image registration, 4D CT imaging, Motion models, Radiotherapy, Computed tomography, 3D image processing, Image segmentation, Tissues, Error analysis

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Proceedings Article | 10 March 2006 Paper

Reconstruction of 4D-CT data sets acquired during free breathing for the analysis of respiratory motion

Jan Ehrhardt, Rene Werner, Thorsten Frenzel, Dennis Säring, Wei Lu, Daniel Low, Heinz Handels

Proceedings Volume 6144, 614414 (2006) https://doi.org/10.1117/12.651730

KEYWORDS: Computed tomography, 4D CT imaging, Optical flow, Data acquisition, Radiotherapy, Motion analysis, Spirometry, Scanners, Image registration, Visualization

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Proceedings Article | 30 April 2004 Paper

Automated 4D lung computed tomography reconstruction during free breathing for conformal radiation therapy

Issam El Naqa, Daniel Low, Gary Christensen, Parag Parikh, Joo Hyun Song, Michelle Nystrom, Wei Lu, Joseph Deasy, James Hubenschmidt, Sasha Wahab, Sasa Mutic, Anurag Singh, Jeffrey Bradley

Proceedings Volume 5369, (2004) https://doi.org/10.1117/12.536141

KEYWORDS: Computed tomography, Lung, Spirometry, Motion measurement, Radiotherapy, Scanners, Optical flow, Tumors, Optical tracking, Image registration

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Showing 5 of 10 publications

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