Dr. Lin Guo Profile

Dr. Lin Guo

at Shenzhen Zhiying Medical Imaging

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 3 April 2024 Presentation + Paper

Using artificial intelligence for chest radiograph interpretation: a retrospective multi-reader-multi-case (MRMC) study of the automatic detection of multiple abnormalities and generation of diagnostic report system

Lin Guo, Guanxun Cheng, Lifei Wang, Bin Zheng, Stefan Jaeger, Maryellen Giger, Jordan Fuhrman, Hui Li, Ajay Divekar, Qian Xiao, Lingjun Qian, Li Xia, Hongjun Li, Fleming Y. Lure

Proceedings Volume 12927, 129270Y (2024) https://doi.org/10.1117/12.3005136

KEYWORDS: Chest imaging, Diagnostics, Artificial intelligence, Pulmonary disorders, Lung, Image fusion, Diseases and disorders, Deep learning, Clinical practice

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Proceedings Article | 7 April 2023 Presentation + Paper

Assessing an AI-based smart imagery framing and truthing (SIFT) system to assist radiologists annotating lung abnormalities on chest x-ray images for development of deep learning models

Lin Guo, Kunlei Hong, Ziqi Zhang, Bin Zheng, Stefan Jaeger, Jordan Fuhrman, Hui Li, Maryellen Giger, Andrei Gabrielian, Alex Rosenthal, Darrell Hurt, Ziv Yaniv, Y. M. Fleming Lure

Proceedings Volume 12465, 124650R (2023) https://doi.org/10.1117/12.2653826

KEYWORDS: Education and training, Deep learning, Chest imaging, Artificial intelligence, Diseases and disorders, Image segmentation, Data modeling, COVID 19, Machine learning, Lung

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Proceedings Article | 3 April 2023 Presentation + Paper

Developing and assessing an AI-based multi-task prediction system to assist radiologists detecting lung diseases in reading chest x-ray images

Lin Guo, Kunlei Hong, Qian Xiao, Lingjun Qian, Stefan Jaeger, Bin Zheng, Shenwen Quan, Li Xia, Guanxun Cheng, Y. M. Fleming Lure

Proceedings Volume 12467, 124670D (2023) https://doi.org/10.1117/12.2652338

KEYWORDS: Chest imaging, Diagnostics, Lung, Image segmentation, Computer aided detection, Pulmonary disorders, Education and training, Network architectures, Clinical practice, Visualization

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Proceedings Article | 4 April 2022 Paper

Chest radiograph registration and its application based on deep learning segmentation masks

Qinghua Liao, Xiaoyu Lai, Li Xia, Kunlei Hong, Lingjun Qian, Qian Xiao, Fleming Y. Lure, Ziwei Fan, Lin Guo

Proceedings Volume 12031, 120314E (2022) https://doi.org/10.1117/12.2606373

KEYWORDS: Image registration, Chest imaging, Data modeling, Performance modeling, Image segmentation, Lung, Medical imaging, Image processing, Optimization (mathematics), Image denoising

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