Dr. Shuyue Guan
at U.S. Food and Drug Administration
SPIE Involvement:
Conference Program Committee | Author
Area of Expertise:
Image Processing , Deep Learning , Machine Learning , Computer Vision
Profile Summary

My primary research interests lie in machine learning, image processing, and computer vision.
I recently focus on the data separability measure, learnability for deep learning models and the applications of machine learning to solve problems in the field of image analysis, especially, for the medical imaging.
Publications (10)

Proceedings Article | 7 April 2023 Presentation + Paper
Proceedings Volume 12465, 1246518 (2023) https://doi.org/10.1117/12.2653650
KEYWORDS: Image segmentation, Medical imaging, Lung, Anatomy, Radiotherapy, Image processing algorithms and systems, Error analysis, Education and training

Proceedings Article | 7 April 2023 Poster + Paper
Proceedings Volume 12471, 124711H (2023) https://doi.org/10.1117/12.2653989
KEYWORDS: Image segmentation, Breast cancer, Deep learning, Pathology, Color normalization

SPIE Journal Paper | 18 February 2023
JMI, Vol. 10, Issue 01, 014005, (February 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.1.014005
KEYWORDS: Image segmentation, Polyps, Medical imaging, Tumors, Brain, Data modeling, Performance modeling, Convolution, Surgery, Neuroimaging

Proceedings Article | 4 April 2022 Presentation + Paper
Proceedings Volume 12032, 120320D (2022) https://doi.org/10.1117/12.2611802
KEYWORDS: Image segmentation, Medical imaging, Tumors, Brain, Data modeling, Convolution, Surgery, Performance modeling, Neural networks, Machine vision

Proceedings Article | 15 February 2021 Poster + Presentation + Paper
Proceedings Volume 11596, 115962T (2021) https://doi.org/10.1117/12.2582338
KEYWORDS: Medical imaging, Image segmentation, Performance modeling, Computer programming, Machine vision, Data modeling, Convolutional neural networks, Computer vision technology

Showing 5 of 10 publications
Conference Committee Involvement (2)
Image Processing
16 February 2025 | San Diego, California, United States
Image Processing
19 February 2024 | San Diego, California, United States
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