Dr. Shuying Li Profile

Dr. Shuying Li

Postdoctoral Associate at Boston University

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Publications (13)

SPIE Journal Paper | 25 July 2024 Open Access

Improving diffuse optical tomography imaging quality using APU-Net: an attention-based physical U-Net model

Minghao Xue, Shuying Li, Quing Zhu

JBO, Vol. 29, Issue 08, 086001, (July 2024) https://doi.org/10.1117/12.10.1117/1.JBO.29.8.086001

KEYWORDS: Image restoration, Tumor growth modeling, Medical image reconstruction, Data modeling, Diffuse optical tomography, Image quality, Tissues, Image enhancement, Lithium, Commercial off the shelf technology

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Proceedings Article | 13 March 2024 Presentation

In vivo colorectal polyp evaluation using an optical coherence tomography catheter and deep learning: results of a feasibility study

Haolin Nie, Hongbo Luo, Vladimir Lamm, Shuying Li, Sanskar Thakur, Quing Zhu

Proceedings Volume PC12830, PC128302S (2024) https://doi.org/10.1117/12.3004215

KEYWORDS: Polyps, Optical coherence tomography, In vivo imaging, Deep learning, Visual process modeling, Tumor growth modeling, Error control coding, Resection, Endoscopy, Visualization

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SPIE Journal Paper | 26 August 2023 Open Access

Two-stage classification strategy for breast cancer diagnosis using ultrasound-guided diffuse optical tomography and deep learning

Menghao Zhang, Shuying Li, Minghao Xue, Quing Zhu

JBO, Vol. 28, Issue 08, 086002, (August 2023) https://doi.org/10.1117/12.10.1117/1.JBO.28.8.086002

KEYWORDS: Histograms, Tumor growth modeling, Image classification, Breast cancer, Feature extraction, Breast, Data modeling, Image restoration, Deep learning, Education and training

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Proceedings Article | 7 March 2023 Presentation

Classification of breast lesions with deep learning combining diffuse optical tomography frequency-domain data and coregistered ultrasound images

Menghao Zhang, Shuying Li, Minghao Xue, Quing Zhu

Proceedings Volume PC12376, PC1237609 (2023) https://doi.org/10.1117/12.2650179

KEYWORDS: Breast, Ultrasonography, Diffuse optical tomography, Image classification, Image restoration, Neural networks, Diagnostics, Data modeling, Tumor growth modeling, Statistical analysis

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SPIE Journal Paper | 25 August 2022 Open Access

Difference imaging from single measurements in diffuse optical tomography: a deep learning approach

Shuying Li, Menghao Zhang, Minghao Xue, Quing Zhu

JBO, Vol. 27, Issue 08, 086003, (August 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.8.086003

KEYWORDS: Chest, Data modeling, Diffuse optical tomography, Optical testing, Diffuse optical imaging, Monte Carlo methods, Breast, Data acquisition, Tissues, Target acquisition

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Proceedings Article | 7 March 2022 Presentation

Imaging human fallopian tube using optical coherence tomography catheters

Hongbo Luo, Shuying Li, Sitai Kou, Quing Zhu

Proceedings Volume PC11948, PC119480B (2022) https://doi.org/10.1117/12.2609100

KEYWORDS: Fallopian tube, Optical coherence tomography, Ovary, Ovarian cancer, GRIN lenses, Tissues, Scattering, Image resolution, Absorption

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Proceedings Article | 7 March 2022 Presentation

Human colorectal cancer assessment using optical coherence tomography catheter system paired with ResNet

Shuying Li, Hongbo Luo, Yifeng Zeng, Hassam Cheema, Ebunoluwa Otegbeye, William Chapman, Matthew Mutch, Chao Zhou, Quing Zhu

Proceedings Volume PC11948, PC1194808 (2022) https://doi.org/10.1117/12.2607970

KEYWORDS: Optical coherence tomography, Colorectal cancer, Tissues, Neural networks, Endoscopy, Tissue optics, Pattern recognition, Optical resolution, Diagnostics, Cameras

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SPIE Journal Paper | 20 October 2021 Open Access

Deep learning-based method to accurately estimate breast tissue optical properties in the presence of the chest wall

Menghao Zhang, Shuying Li, Yun Zou, Quing Zhu

JBO, Vol. 26, Issue 10, 106004, (October 2021) https://doi.org/10.1117/12.10.1117/1.JBO.26.10.106004

KEYWORDS: Breast, Chest, Tissue optics, Optical properties, Data modeling, Tissues, Neural networks, Absorption, Scattering, Optical testing

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Proceedings Article | 5 March 2021 Presentation + Paper

Unsupervised machine learning model for DOT reconstruction

Yun Zou, Yifeng Zeng, Shuying Li, Quing Zhu

Proceedings Volume 11639, 116390A (2021) https://doi.org/10.1117/12.2577047

KEYWORDS: Machine learning, Reconstruction algorithms, Physics, Near infrared, Functional imaging, Ultrasonography, Optical properties, Neurons, Image restoration, Diffuse optical tomography

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Proceedings Article | 5 March 2021 Presentation

Colorectal cancer assessment using optical coherence tomography catheter and deep learning

Hongbo Luo, Yifeng Zeng, Shuying Li, Chao Zhou, Quing Zhu

Proceedings Volume 11630, 116300W (2021) https://doi.org/10.1117/12.2583844

KEYWORDS: Optical coherence tomography, Colorectal cancer, Endoscopy, Tissues, Pattern recognition, Tissue optics, Teeth, Optical resolution, Neural networks, In vivo imaging

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Proceedings Article | 5 March 2021 Presentation

Scattering coefficient maps acquired from optical coherence tomography aid in diagnosis of colorectal abnormalities

Yifeng Zeng, William Chapman, Yixiao Lin, Shuying Li, Quing Zhu

Proceedings Volume 11630, 116300V (2021) https://doi.org/10.1117/12.2576908

KEYWORDS: Optical coherence tomography, Scattering, Tissues, Volume rendering, Visual process modeling, Machine vision, Computer vision technology, Colon, Algorithm development, Visualization

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Proceedings Article | 5 March 2021 Presentation + Paper

Edge artifact removal in diffuse optical tomography using the heterogeneous VICTRE digital breast model

Shuying Li, Menghao Zhang, K. M. Shihab Uddin, Quing Zhu

Proceedings Volume 11639, 1163905 (2021) https://doi.org/10.1117/12.2576797

KEYWORDS: Breast, Tissues, Diffuse optical tomography, Reconstruction algorithms, Ultrasonography, Tissue optics, Skin, Optical properties, Monte Carlo methods

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Proceedings Article | 1 March 2019 Paper

A multi spectral hand-held spatial frequency domain imaging system for imaging human colorectal cancer

Yifeng Zeng, Shuying Li, Mohsen Erfanzadeh, Sreyankar Nandy, William Chapman, Zahra Alipour, Heba Abdelal, Deyali Chatterjee, Matthew Mutch, Quing Zhu

Proceedings Volume 10874, 108740T (2019) https://doi.org/10.1117/12.2510320

KEYWORDS: Imaging systems, Tissues, Colorectal cancer, Colon, Tumors, Absorption, Scattering, Medicine, Biomedical engineering, Pathology, Diffuse optical imaging, Rectum, Spatial frequencies, Structured light

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Showing 5 of 13 publications

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