Dr. Mary K. Washington Profile

Dr. Mary K. Washington

at Vanderbilt Univ Medical System

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Author

Publications (3)

Proceedings Article | 3 April 2024 Presentation + Paper

Nucleus subtype classification using inter-modality learning

Lucas Remedios, Shunxing Bao, Samuel Remedios, Ho Hin Lee, Leon Cai, Thomas Li, Ruining Deng, Can Cui, Jia Li, Qi Liu, Ken Lau, Joseph Roland, Mary Washington, Lori Coburn, Keith Wilson, Yuankai Huo, Bennett Landman

Proceedings Volume 12933, 129330F (2024) https://doi.org/10.1117/12.3006237

KEYWORDS: Machine learning, Colon, Pathology, Multiplexing, Human physiology, Clinical research, Biological imaging, Artificial intelligence

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Proceedings Article | 7 April 2023 Presentation + Paper

Predicting Crohn’s disease severity in the colon using mixed cell nucleus density from pseudo labels

Lucas Remedios, Shunxing Bao, Cailey Kerley, Leon Cai, François Rheault, Ruining Deng, Can Cui, Sophie Chiron, Ken Lau, Joseph Roland, Mary Washington, Lori Coburn, Keith Wilson, Yuankai Huo, Bennett Landman

Proceedings Volume 12471, 1247116 (2023) https://doi.org/10.1117/12.2653918

KEYWORDS: Diseases and disorders, Cross validation, Tissues, Image segmentation, Biopsy, Histograms, Colon, Binary data

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Proceedings Article | 15 February 2021 Presentation + Paper

A cross-platform informatics system for the Gut Cell Atlas: integrating clinical, anatomical and histological data

Shunxing Bao, Sophie Chiron, Yucheng Tang, Cody Heiser, Austin Southard-Smith, Ho Hin Lee, Marisol Ramirez, Yuankai Huo, Mary Washington, Elizabeth Scoville, Joseph Roland, Qi Liu, Ken Lau, Keith Wilson, Lori Coburn, Bennett Landman

Proceedings Volume 11601, 1160106 (2021) https://doi.org/10.1117/12.2581074

KEYWORDS: Information science, Tissues, System integration, Profiling, Electronic health records, Data storage, Biopsy, Analytical research

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