Ms. Xu Zhang Profile

Xu Zhang

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Publications (3)

SPIE Journal Paper | 25 August 2015 Open Access

Outlier detection and removal improves accuracy of machine learning approach to multispectral burn diagnostic imaging

Weizhi Li, Weirong Mo, Xu Zhang, John Squiers, Yang Lu, Eric Sellke, Wensheng Fan, J. Michael DiMaio, Jeffrey Thatcher

JBO, Vol. 20, Issue 12, 121305, (August 2015) https://doi.org/10.1117/12.10.1117/1.JBO.20.12.121305

KEYWORDS: Tissues, Data modeling, Multispectral imaging, Machine learning, Skin, Injuries, Blood, Tissue optics, Detection and tracking algorithms, Surgery

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Proceedings Article | 21 May 2015 Paper

Burn injury diagnostic imaging device's accuracy improved by outlier detection and removal

Weizhi Li, Weirong Mo, Xu Zhang, Yang Lu, John Squiers, Eric Sellke, Wensheng Fan, J. Michael DiMaio, Jeffery Thatcher

Proceedings Volume 9472, 947206 (2015) https://doi.org/10.1117/12.2177433

KEYWORDS: Tissues, Data modeling, Multispectral imaging, Blood, Injuries, Skin, Detection and tracking algorithms, Surgery, Algorithm development, Image classification

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Proceedings Article | 26 February 2015 Paper

The importance of illumination in a non-contact photoplethysmography imaging system for burn wound assessment

Weirong Mo, Rachit Mohan, Weizhi Li, Xu Zhang, Eric Sellke, Wensheng Fan, J. Michael DiMaio, Jeffery Thatcher

Proceedings Volume 9303, 93030M (2015) https://doi.org/10.1117/12.2080699

KEYWORDS: Light emitting diodes, Tissues, Tissue optics, Tungsten, Imaging systems, Cameras, Animal model studies, Blood, Skin, Blood circulation

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