Dr. Daniel C. Elton Profile

Dr. Daniel C. Elton

Staff Scientist

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Publications (3)

Proceedings Article | 4 April 2022 Presentation + Paper

Lymph node detection in T2 MRI with transformers

Tejas Sudharshan Mathai, Sungwon Lee, Daniel Elton, Thomas Shen, Yifan Peng, Zhiyong Lu, Ronald Summers

Proceedings Volume 12033, 120333B (2022) https://doi.org/10.1117/12.2613273

KEYWORDS: Machine learning, Medical imaging, Computer aided diagnosis and therapy, Object recognition, Magnetic resonance imaging, Lymphatic system, Transformers, Diffusion weighted imaging, Radiology

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Proceedings Article | 4 April 2022 Poster + Paper

Cardiovascular disease and all-cause mortality risk prediction from abdominal CT using deep learning

Daniel Elton, Andy Chen, Perry Pickhardt, Ronald Summers

Proceedings Volume 12033, 120332N (2022) https://doi.org/10.1117/12.2612620

KEYWORDS: Computed tomography, Data modeling, X-ray computed tomography, Machine learning, Artificial intelligence, Artificial neural networks, Cardiovascular disorders

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Proceedings Article | 16 March 2020 Presentation + Paper

Accurately identifying vertebral levels in large datasets

Daniel Elton, Veit Sandfort, Perry Pickhardt, Ronald Summers

Proceedings Volume 11314, 113140O (2020) https://doi.org/10.1117/12.2551247

KEYWORDS: Spine, Image segmentation, Computed tomography, Algorithm development, Radiology, Medicine, Machine learning, Artificial intelligence, Artificial neural networks, Volume segmentation

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