Dr. Jonathan J. Beitler Profile

Dr. Jonathan J. Beitler

Professor, Dept of Radiation Oncology at Emory Univ

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Publications (7)

Proceedings Article | 15 February 2021 Poster + Paper

Residual mask scoring regional convolutional neural network for multi-organ segmentation in head-and-neck CT

Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Justin Roper, Mark McDonald, Jonathan Beitler, Walter Curran, Tian Liu, Xiaofeng Yang

Proceedings Volume 11600, 116001M (2021) https://doi.org/10.1117/12.2581126

KEYWORDS: Convolutional neural networks, Computed tomography, Image segmentation, Radiotherapy, Magnetic resonance imaging, Tumors, Cancer

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Proceedings Article | 15 February 2021 Poster + Paper

Synthetic dual energy CT imaging from single energy CT using deep attention neural network

Tonghe Wang, Serdar Charyyev, Yang Lei, Beth Ghavidel, Jonathan Beitler, Mark McDonald, Walter Curran, Jun Zhou, Tian Liu, Xiaofeng Yang

Proceedings Volume 11595, 1159547 (2021) https://doi.org/10.1117/12.2580966

KEYWORDS: Computed tomography, Dual energy imaging, Neural networks, Target acquisition, Image processing, Cancer

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Proceedings Article | 15 February 2021 Poster + Paper

Multi-organ segmentation on head and neck dual-energy CT using Deep Neural Networks

Tonghe Wang, Yang Lei, Mark McDonald, Jonathan Beitler, Walter Curran, Tian Liu, Xiaofeng Yang

Proceedings Volume 11596, 115961Y (2021) https://doi.org/10.1117/12.2580964

KEYWORDS: Image segmentation, Neural networks, Neck, Head, Computed tomography, Tumor growth modeling, Radiotherapy, Feature extraction, Dual energy imaging, Convolutional neural networks

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Proceedings Article | 16 March 2020 Paper

Organ-at-Risk (OAR) segmentation in head and neck CT using U-RCNN

Yang Lei, Joseph Harms, Xue Dong, Tonghe Wang, Xiangyang Tang, David Yu, Jonathan Beitler, Walter Curran, Tian Liu, Xiaofeng Yang

Proceedings Volume 11314, 1131444 (2020) https://doi.org/10.1117/12.2549782

KEYWORDS: Image segmentation, Computed tomography, Cancer, Head, Neck, Radiotherapy, Tissues, Oncology, Tumors, 3D modeling

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Proceedings Article | 28 February 2020 Paper

Synthetic CT-aided MRI-CT image registration for head and neck radiotherapy

Yabo Fu, Yang Lei, Jun Zhou, Tonghe Wang, David Yu, Jonathan Beitler, Walter Curran, Tian Liu, Xiaofeng Yang

Proceedings Volume 11317, 1131728 (2020) https://doi.org/10.1117/12.2549092

KEYWORDS: Image registration, Computed tomography, Magnetic resonance imaging, Image fusion, Head, Neck, Radiotherapy, Image restoration, Cancer, Tissues

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Proceedings Article | 13 March 2019 Presentation + Paper

Automatic multi-organ segmentation in thorax CT images using U-Net-GAN

Yang Lei, Yingzi Liu, Xue Dong, Sibo Tian, Tonghe Wang, Xiaojun Jiang, Kristin Higgins, Jonathan Beitler, David Yu, Tian Liu, Walter Curran, Yi Fang, Xiaofeng Yang

Proceedings Volume 10950, 1095010 (2019) https://doi.org/10.1117/12.2512552

KEYWORDS: Image segmentation, Computed tomography, Lung, Esophagus, Spinal cord, Heart, Gallium nitride, Radiotherapy, Cancer, Tissues

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Proceedings Article | 12 March 2018 Paper

Automated delineation of organs-at-risk in head and neck CT images using multi-output support vector regression

C. Tam, X. Yang, S. Tian, X. Jiang, J. Beitler, S. Li

Proceedings Volume 10578, 1057824 (2018) https://doi.org/10.1117/12.2292556

KEYWORDS: Image segmentation, Eye, Computed tomography, Machine learning, Head, Neck, Spinal cord, Esophagus, Image processing, Medical imaging applications

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Showing 5 of 7 publications

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