Ms. Elham Karami Profile

Elham Karami

Doctoral Candidate

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Author

Publications (8)

Proceedings Article | 13 March 2018 Presentation + Paper

A machine learning approach for biomechanics-based tracking of lung tumor during external beam radiation therapy

Elham Karami, Stewart Gaede, Ting-Yim Lee, Abbas Samani

Proceedings Volume 10576, 105761C (2018) https://doi.org/10.1117/12.2293841

KEYWORDS: Lung, Tumors, Motion models, Data modeling, Chest, Motion estimation, Radiotherapy, Neural networks, Machine learning, Lung cancer

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Proceedings Article | 13 March 2017 Paper

Subject-specific left ventricular dysfunction modeling using composite material mechanics approach

Seyed Mohammad Hassan Haddad, Elham Karami, Abbas Samani

Proceedings Volume 10137, 101371V (2017) https://doi.org/10.1117/12.2254625

KEYWORDS: Blood pressure, Tissues, Image segmentation, Composites, Performance modeling, Mechanics, Magnetic resonance imaging, Optimization (mathematics), Cardiac imaging, 3D modeling, Heart, 3D image processing

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Proceedings Article | 13 March 2017 Presentation + Paper

Characterizing the lung tissue mechanical properties using a micromechanical model of alveolar sac

Elham Karami, Behzad Seify, Hadi Moghadas, Masoomeh Sabsalinejad, Ting-Yim Lee, Abbas Samani

Proceedings Volume 10137, 1013709 (2017) https://doi.org/10.1117/12.2254542

KEYWORDS: Tissues, Lung, Finite element methods, Human physiology, Optimization (mathematics), Physiology, Mechanics, Data modeling, Chronic obstructive pulmonary disease, Solids, Motion models, Medical research, Biomedical engineering, Computer engineering

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Proceedings Article | 3 March 2017 Presentation + Paper

A biomechanical approach for in vivo diaphragm muscle motion prediction during normal respiration

Brett Coelho, Elham Karami, Seyyed M. H. Haddad, Behzad Seify, Abbas Samani

Proceedings Volume 10135, 1013505 (2017) https://doi.org/10.1117/12.2254590

KEYWORDS: Motion models, Lung cancer, Lung, Finite element methods, Cancer, Radiotherapy, Computer simulations, Modeling, Tumor growth modeling, Image segmentation, Tissues, Tumors, Computed tomography, In vivo imaging

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SPIE Journal Paper | 22 November 2016

Anatomy-based algorithm for automatic segmentation of human diaphragm in noncontrast computed tomography images

Elham Karami, Yong Wang, Stewart Gaede, Ting-Yim Lee, Abbas Samani

JMI, Vol. 3, Issue 04, 046004, (November 2016) https://doi.org/10.1117/12.10.1117/1.JMI.3.4.046004

KEYWORDS: Image segmentation, Lung, Computed tomography, Heart, Image processing algorithms and systems, Spine, 3D modeling, Cartilage, Algorithm development, Physiology

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Proceedings Article | 18 March 2016 Paper

Diaphragm motion characterization using chest motion data for biomechanics-based lung tumor tracking during EBRT

Elham Karami, Stewart Gaede, Ting-Yim Lee, Abbas Samani

Proceedings Volume 9786, 97860Z (2016) https://doi.org/10.1117/12.2216985

KEYWORDS: Lung cancer, Motion models, Lung, Principal component analysis, Motion analysis, Modeling, Image-guided intervention, Radiotherapy, Tumors, Image segmentation, Mathematical modeling

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Proceedings Article | 18 March 2015 Paper

A biomechanical approach for in vivo lung tumor motion prediction during external beam radiation therapy

Elham Karami, Stewart Gaede, Ting-Yim Lee, Abbas Samani

Proceedings Volume 9415, 941512 (2015) https://doi.org/10.1117/12.2082447

KEYWORDS: Lung, Tumors, Motion models, Tissues, In vivo imaging, 3D modeling, Radiotherapy, Lung cancer, Data modeling, Finite element methods

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Proceedings Article | 17 March 2015 Paper

Fully automatic algorithm for segmenting full human diaphragm in non-contrast CT Images

Elham Karami, Stewart Gaede, Ting-Yim Lee, Abbas Samani

Proceedings Volume 9417, 941709 (2015) https://doi.org/10.1117/12.2082634

KEYWORDS: Image segmentation, Lung, Computed tomography, Spine, Heart, Image processing algorithms and systems, Cartilage, Natural surfaces, Abdomen, Lung cancer

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Showing 5 of 8 publications

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