Dr. Thomas J. Re Profile

Dr. Thomas J. Re

at Siemens Healthineers

SPIE Involvement:

Author

Publications (3)

Proceedings Article | 7 April 2023 Poster + Paper

The importance of data domain on self-supervised learning for brain metastasis detection and segmentation

Youngjin Yoo, Gengyan Zhao, Andreea Sandu, Thomas Re, Jyotipriya Das, Hesheng Wang, Michelle Kim, Colette Shen, Yueh Lee, Douglas Kondziolka, Mohannad Ibrahim, Jun Lian, Rajan Jain, Tong Zhu, Hemant Parmar, James Balter, Yue Cao, Eli Gibson, Dorin Comaniciu

Proceedings Volume 12465, 1246529 (2023) https://doi.org/10.1117/12.2653909

KEYWORDS: Data modeling, Performance modeling, 3D modeling, Brain, Cancer detection, Image segmentation, Magnetic resonance imaging, Neuroimaging

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Proceedings Article | 3 April 2023 Presentation + Paper

3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation

Gengyan Zhao, Youngjin Yoo, Thomas Re, Jyotipriya Das, Hesheng Wang, Michelle Kim, Colette Shen, Yueh Lee, Douglas Kondziolka, Mohannad Ibrahim, Jun Lian, Rajan Jain, Tong Zhu, Hemant Parmar, James Balter, Yue Cao, Eli Gibson, Dorin Comaniciu

Proceedings Volume 12464, 124640J (2023) https://doi.org/10.1117/12.2654281

KEYWORDS: Realistic image synthesis, Deep learning, Machine learning, Computer vision technology, Brain, Convolution, Magnetic resonance imaging, Neuroimaging, Image segmentation, Tumors

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SPIE Journal Paper | 22 May 2021

Evaluating deep learning methods in detecting and segmenting different sizes of brain metastases on 3D post-contrast T1-weighted images

Youngjin Yoo, Pascal Ceccaldi, Siqi Liu, Thomas Re, Yue Cao, James Balter, Eli Gibson

JMI, Vol. 8, Issue 03, 037001, (May 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.3.037001

KEYWORDS: Brain, Image segmentation, 3D image processing, Neuroimaging, Magnetic resonance imaging, 3D modeling, Image fusion, Radiotherapy, Computer programming, Tumors

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