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Dr. Daniel W. Howes
at Queen's Univ.
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 4 April 2022 Poster + Paper
Recognizing multiple needle insertion attempts for performance assessment in central venous catheterization training
Proceedings Volume 12034, 1203428 (2022) https://doi.org/10.1117/12.2613190
KEYWORDS: Video, Cameras, Computing systems, Visualization, Image registration, Convolutional neural networks, 3D image processing, System integration, Surgery
Proceedings Article | 4 April 2022 Presentation + Paper
Feasibility of object detection for skill assessment in central venous catheterization
Proceedings Volume 12034, 120341M (2022) https://doi.org/10.1117/12.2607294
KEYWORDS: Video, Ultrasonography, Sensors, RGB color model, Cameras, Convolutional neural networks, 3D modeling, Computing systems
Proceedings Article | 15 February 2021 Presentation + Paper
Object detection to compute performance metrics for skill assessment in central venous catheterization
Proceedings Volume 11598, 1159816 (2021) https://doi.org/10.1117/12.2581889
KEYWORDS: Neural networks, Convolutional neural networks, Video, Detector development
Proceedings Article | 13 March 2018 Paper
Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training
Rebecca Hisey, Tamas Ungi, Matthew Holden, Zachary Baum, Zsuzsanna Keri, Caitlin McCallum, Daniel Howes, Gabor Fichtinger
Proceedings Volume 10576, 1057620 (2018) https://doi.org/10.1117/12.2293494
KEYWORDS: Video, Ultrasonography, Object recognition, RGB color model, 3D modeling, 3D image processing, Visualization, Sensors, Human-machine interfaces, 3D displays
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