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Dr. Douglas Kondziolka
at New York Univ
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Publications (2)
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
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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