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Dr. Xiaomeng Gu
at Shanghai Jiao Tong Univ
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 15 February 2021 Presentation + Paper
Effect of CAD system with a vessel suppression function on clinical lung nodule detection in chest CT scans
Proceedings Volume 11599, 115990J (2021) https://doi.org/10.1117/12.2582059
KEYWORDS: Computed tomography, Chest, Lung, CAD systems, Receivers, Computer-aided diagnosis
Proceedings Article | 15 February 2021 Presentation + Paper
Lung nodule malignancy prediction in chest CT scans based on a CNN model with auxiliary task learning
Proceedings Volume 11597, 115970S (2021) https://doi.org/10.1117/12.2581215
KEYWORDS: Lung, Computer aided diagnosis and therapy, Computed tomography, Chest, Solid modeling, Databases, Receivers, Convolutional neural networks, Computing systems, Binary data
Proceedings Article | 16 March 2020 Paper
Lung vessel suppression and its effect on nodule detection in chest CT scans
Proceedings Volume 11314, 113141E (2020) https://doi.org/10.1117/12.2549405
KEYWORDS: Lung, Image segmentation, Computed tomography, Chest, CAD systems, 3D image processing, Lung cancer
Proceedings Article | 10 March 2020 Paper
Unsupervised learning-based deformable registration of temporal chest radiographs to detect interval change
Proceedings Volume 11313, 113132X (2020) https://doi.org/10.1117/12.2549211
KEYWORDS: X-ray imaging, Image registration, Chest imaging, Convolution, Image segmentation, Algorithm development, Lung, Convolutional neural networks, Image enhancement, Network architectures, Image quality
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