代表性成果(*表示通讯作者):
(1)Jingwen Li, Xiaxia Yu, Shaoping Hu, Zhicheng Lin, Nian Xiong*, Yi Gao*. 2020. "COVID-19 targets the right lung." Critical Care 24, Article number: 339. https://doi.org/10.1186/s13054-020-03033-y
(2)Cheng Chang, Chuan Huang, Naiyun Zhou, Shawn Xiang Li, Lawrence Ver Hoef, and Yi Gao*. 2018. “The Bumps under the Hippocampus.” Human Brain Mapping 39 (1): 472–490.
(3)Yi Gao, and Sylvain Bouix. 2016. “Statistical Shape Analysis Using 3D Poisson Equation—A Quantitatively Validated Approach.” Medical Image Analysis 30: 72–84.
(4)Yi Gao, Liangjia Zhu, Josh Cates, Rob S. MacLeod, Sylvain Bouix, and Allen Tannenbaum. 2015. “A Kalman Filtering Perspective for Multi-Atlas Segmentation.” SIAM Journal on Imaging Sciences 8 (2): 1007–1029.
(5)Yi Gao, Tammy Riklin-Raviv, and Sylvain Bouix. 2014. “Shape Analysis, A Field in Need of Careful Validation.” Human Brain Mapping 35 (10): 4965–4978.
(6)Yi Gao, Sylvain Bouix, Martha Shenton, and Allen Tannenbaum. 2013. “Sparse Texture Active Contour.” IEEE Transactions on Image Processing 22 (10): 3866–78.
(7)Yi Gao, Allen Tannenbaum, Hao Chen, Mylin A. Torres, Emi J. Yoshida, Xiaofeng Yang, Walter J. Curran, and Tian Liu. 2013. “Automated Skin Segmentation in Ultrasonic Evaluation of Skin Toxicity in Breast-Cancer Radiotherapy.” Ultrasound in Medicine and Biology 39 (11): 2166–2175.
(8)Yi Gao, Benjamin Corn, Dan Schifter, and Allen Tannenbaum. 2012. “Multiscale 3D Shape Representation and Segmentation with Applications to Hippocampal/Caudate Extraction from Brain MRI.” Medical Image Analysis 16 (2): 374–85.
(9)Yi Gao, Ron Kikinis, Sylvain Bouix, Martha Shenton, and Allen Tannenbaum. 2012. “A 3D Interactive Multi-Object Segmentation Tool Using Local Robust Statistics Driven Active Contours.” Medical Image Analysis 16 (6): 1216–27. (下文“部分软件统计”第一项)
(10)Yi Gao, Yogesh Rathi, Sylvain Bouix, and Allen Tannenbaum. 2012. “Filtering in the Diffeomorphism Group and the Registration of Point Sets.” IEEE Transactions on Image Processing 21 (10): 4383–4396.
部分软件统计:
(1)Robust statistics segmenter.自2010年4月,本算法已获39376次访问下载,见www.slicer.org/slicerWiki/index.php/Modules:RobustStatisticsSeg-Documentation-3.6 等共6个版本的网页。被选入医学影像计算平台3D Slicer中。3D Slicer由美国、德国、英国、日本、加拿大等多国大学研究院连续十年联合开发,其中美国卫生署NIH资助经费超过三千万美元。
(2)Spherical wavelet ITK filter. 自2006年9月,本算法已获5090次下载,见www.insight-journal.org/browse/publication/155 被选入医学图像算法库InsightToolkit(ITK)。ITK由美国、加拿大、法国等多国大学研究院连续十五年联合开发,其中美国卫生署NIH资助经费超过一千五百万美元。
(3) Conformal flattening ITK filter.自2006年9月,本算法共获1742次下载,见www.insight-journal.org/browse/publication/112被选入医学图像算法库InsightToolkit(ITK)。
获奖:
(1)2017 Marco Ramoni Distinguished Paper Award, AMIA Joint Summits Meeting (美国医学信息学峰会转化信息学方面最高奖)
(2)2017 SPIE Medical Imaging, 前列腺数字病理图像分析,最佳学生论文奖提名 (博士生周乃云)
(3)2014 MICCAI, 三维统计形态分析,最佳学生论文奖 (共同指导学生洪义)
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