Prof. Yi Gao Profile

Prof. Yi Gao

Professor at Shenzhen Univ

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Publications (18)

Proceedings Article | 27 August 2024 Paper

Impact of gamma model-based harmonization on PET tissue classification

Pengyu Sun, Yi Gao, Tian Mou

Proceedings Volume 13252, 132520T (2024) https://doi.org/10.1117/12.3044182

KEYWORDS: Tissues, Radiomics, Positron emission tomography, Model based design, Scanners, Data modeling, Education and training, Synthetic aperture radar, Biological imaging, Voxels

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Proceedings Article | 15 March 2019 Paper

Is hippocampus getting bumpier with age: a quantitative analysis of fine-scale dentational feature under the hippocampus on 552 healthy subjects

Shuxiu Cai, Xiaxia Yu, Qiaochu Zhang, Chuan Huang, Yi Gao

Proceedings Volume 10949, 1094935 (2019) https://doi.org/10.1117/12.2512701

KEYWORDS: Principal component analysis, Clouds, Quantitative analysis, 3D modeling, Brain, Feature extraction, Statistical analysis, Data modeling, Neurogenesis

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Proceedings Article | 1 March 2017 Paper

Optimized color decomposition of localized whole slide images and convolutional neural network for intermediate prostate cancer classification

Naiyun Zhou, Yi Gao

Proceedings Volume 10140, 101400W (2017) https://doi.org/10.1117/12.2254216

KEYWORDS: Convolutional neural networks, Image classification, Prostate cancer, Prostate, Image segmentation, RGB color model, Tissues, Data processing, Cancer, Image analysis

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Proceedings Article | 1 March 2017 Presentation + Paper

Evaluation of nucleus segmentation in digital pathology images through large scale image synthesis

Naiyun Zhou, Xiaxia Yu, Tianhao Zhao, Si Wen, Fusheng Wang, Wei Zhu, Tahsin Kurc, Allen Tannenbaum, Joel Saltz, Yi Gao

Proceedings Volume 10140, 101400K (2017) https://doi.org/10.1117/12.2254220

KEYWORDS: Image segmentation, Pathology, Medical research, Machine vision, Computer vision technology, Image analysis, Image processing algorithms and systems, Infrared imaging, RGB color model, Computer simulations

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Proceedings Article | 23 March 2016 Paper

Multi-scale learning based segmentation of glands in digital colonrectal pathology images

Yi Gao, William Liu, Shipra Arjun, Liangjia Zhu, Vadim Ratner, Tahsin Kurc, Joel Saltz, Allen Tannenbaum

Proceedings Volume 9791, 97910M (2016) https://doi.org/10.1117/12.2216790

KEYWORDS: Distance measurement, Image segmentation, Pathology, Associative arrays, Tissues, Image resolution, Spatial resolution, Diagnostics, Cancer, Image processing algorithms and systems, Image classification

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Proceedings Article | 23 March 2016 Paper

Hierarchical nucleus segmentation in digital pathology images

Yi Gao, Vadim Ratner, Liangjia Zhu, Tammy Diprima, Tahsin Kurc, Allen Tannenbaum, Joel Saltz

Proceedings Volume 9791, 979117 (2016) https://doi.org/10.1117/12.2217029

KEYWORDS: Image segmentation, Pathology, Tissues, Lung cancer, Neuroimaging, Brain, Cancer, Image resolution, Lung, RGB color model

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Proceedings Article | 21 March 2016 Paper

The bumps on the hippocampus

Yi Gao, Lawrence Ver Hoef

Proceedings Volume 9784, 97840I (2016) https://doi.org/10.1117/12.2216095

KEYWORDS: Image segmentation, Neuroimaging, Brain, 3D image processing, Cerebral cortex, 3D image reconstruction, Image resolution, Data acquisition, Super resolution, Magnetic resonance imaging, Scanners, Analytical research

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Proceedings Article | 21 March 2016 Paper

Self-correcting multi-atlas segmentation

Yi Gao, Andrew Wilford, Liang Guo

Proceedings Volume 9784, 97842Q (2016) https://doi.org/10.1117/12.2217276

KEYWORDS: Image segmentation, Image registration, Neuroimaging, Brain, Image fusion, Alzheimer's disease, Image processing, Image restoration, Databases, Health informatics

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Proceedings Article | 21 March 2014 Paper

Interpolation of longitudinal shape and image data via optimal mass transport

Yi Gao, Liang-Jia Zhu, Sylvain Bouix, Allen Tannenbaum

Proceedings Volume 9034, 90342X (2014) https://doi.org/10.1117/12.2043282

KEYWORDS: Shape analysis, Medical imaging, Data modeling, Magnetic resonance imaging, Traumatic brain injury, Statistical analysis, Atrial fibrillation, Image analysis, Image processing, Data centers

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Proceedings Article | 21 March 2014 Paper

A framework for joint image-and-shape analysis

Yi Gao, Allen Tannenbaum, Sylvain Bouix

Proceedings Volume 9034, 90340V (2014) https://doi.org/10.1117/12.2043276

KEYWORDS: Statistical analysis, Shape analysis, Image analysis, Analytical research, Image segmentation, Medical imaging, Silicon, Neuroimaging, Brain, Heart

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Proceedings Article | 12 March 2014 Paper

Reconstruction and feature selection for desorption electrospray ionization mass spectroscopy imagery

Yi Gao, Liangjia Zhu, Isaiah Norton, Nathalie Y. Agar, Allen Tannenbaum

Proceedings Volume 9036, 90360D (2014) https://doi.org/10.1117/12.2043273

KEYWORDS: Tumors, Tissues, Feature selection, Mass spectrometry, Brain, Breast, Ionization, Compressed sensing, Data analysis, Image processing

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Proceedings Article | 9 March 2011 Paper

Estimation of myocardial volume at risk from CT angiography

Liangjia Zhu, Yi Gao, Vandana Mohan, Arthur Stillman, Tracy Faber, Allen Tannenbaum

Proceedings Volume 7963, 79632A (2011) https://doi.org/10.1117/12.878249

KEYWORDS: Arteries, Positron emission tomography, Heart, Angiography, Computed tomography, 3D modeling, Image segmentation, Distance measurement, Natural surfaces, Medical imaging

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