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赵雁雨

发布时间:2022-08-29 17:27   点击次数:

 


赵雁雨,副教授,博士生导师,国家级青年人才

医学科学与工程学院/生物医学工程高精尖中心

北航教师个人主页:https://shi.buaa.edu.cn/yanyuz/zh_CN/index.htm

电子邮箱:yanyuzhao@buaa.edu.cn

 

【教育背景】

2012年本科毕业于北京航空航天大学光电信息工程专业(优秀毕业生);

2018年博士毕业于美国波士顿大学生物医学工程专业(最佳博士论文);


【工作经历】

2019-2020年在美国加州理工学院进行博士后研究,研究方向为光声成像;

2020年入职北航,2021年入选国家级青年人才,主要从事光学成像、深度学习与交叉领域研究;

 

【研究领域】

人体组织成分无创定量成像;短波红外定量成像;生物医学光子学;深度学习;波前整形;光声成像;

 

【代表性科研项目】

1. 国家青年人才计划,300万,主持;

2.“激光成像系统”,500万,主持;

3.“高分辨抗散射光学成像技术”,300万,主持;

4.“三维成像系统”,121.8万,主持;

5. 国家自然科学基金青年项目,“基于空间频域成像的无标记、非接触人体血脂高精度量化监测研究”,24万,主持;

6. 北京市自然科学基金,“基于短波红外空间频域成像的面部小动脉三维成像方法研究”,29.3万,主持;

7. 北航青年拔尖人才计划,“短波红外医用光子学”,50万,主持;

8.“基于水体信道和光散射模型的智能化水下三维重建关键技术研发”,50万,主持;

9. 国家自然科学基金重大仪器项目,“可无创实时动态监测循环肿瘤细胞的多模态在体流式图像细胞仪”,584.5万,参与;


【代表性论著】

[1]  Bingbao Yan, Bowen Song, Chang Ge, Xinman Yin, Wenchao Jia, Gen Mu, Yanyu Zhao#, "Deep Ensemble Model for Quantitative Optical Property and Chromophore Concentration Images of Biological Tissues", IEEE Transactions on Image Processing, 34, 4999-5008 (2025).

[2]  Xinman Yin, Yanyu Zhao#, "An open invisible space enabled by reconfigurable metasurfaces and self-play reinforcement learning", Light: Science & Applications (2025).

[3]  Shuna Li, Yuhang Wan#, Yanyu Zhao#, "Bloch Surface Wave Detection Technology and Biomedical Applications (Invited)", Laser & Optoelectronics Progress (2025).

[4]  Bowen Song, Yanyu Zhao#, "Diffuse Optical Imaging Technologies and Applications (Invited)", Laser & Optoelectronics Progress(封面论文), 61(8), 0800001 (2024).

[5]  Bingbao Yan, Bowen Song, Gen Mu, Yubo Fan#, Yanyu Zhao#, "Compressed single-shot 3D photoacoustic imaging with a single-element transducer", Photoacoustics, 34, 100570 (2023).

[6]  Yanyu Zhao, and Lihong V. Wang, "Single-shot photoacoustic imaging with single-element transducer through a spatiotemporal encoder", Journal of Biomedical Optics, 28, 4 (2023).

[7]  Bowen Song, Xinman Yin, Yubo Fan#, Yanyu Zhao#, "Quantitative spatial mapping of tissue water and lipid content using spatial frequency domain imaging in the 900- to 1000-nm wavelength region", Journal of Biomedical Optics, 27, 10 (2022).

[8]  Bowen Song, Wenchao Jia, Yanyu Zhao#, Hongshi Huang#, Yubo Fan#, "Ultracompact deep neural network for ultrafast optical property extraction in spatial frequency domain imaging (SFDI)", Photonics, 9,5 (2022).

[9]  Yanyu Zhao#, Bowen Song, Ming Wang, Yang Zhao, Yubo Fan#, "Halftone spatial frequency domain imaging enables kilohertz high-speed label-free non-contact quantitative mapping of optical properties for strongly turbid media", Light: Science & Applications, 10, 245 (2021).

[10] Jiamiao Yang, Qiaozhi He, Linxian Liu#, Yuan Qu, Rongjun Shao, Bowen Song, Yanyu Zhao#, "Anti-scattering light focusing by fast wavefront shaping based on multi-pixel encoded digital-micromirror device", Light: Science & Applications, 10, 149 (2021).

[11] Yanyu Zhao, Qiaozhi He, Shuna Li, and Jiamiao Yang. "Gradient-assisted focusing light through scattering media", Optics Letters 46, no. 7 (2021): 1518-1521.

[12] Yanyu Zhao, Yue Deng, Shuhua Yue, Ming Wang, Bowen Song, and Yubo Fan. "Direct mapping from diffuse reflectance to chromophore concentrations in multi-fx spatial frequency domain imaging (SFDI) with a deep residual network (DRN)", Biomedical Optics Express 12, no. 1 (2021): 433-443.

[13] Yanyu Zhao, Anahita Pilvar, Anup Tank, Hannah Peterson, John Jiang, Jon C. Aster, John Paul Dumas, Mark C. Pierce, and Darren Roblyer. "Shortwave-infrared meso-patterned imaging enables label-free mapping of tissue water and lipid content", Nature Communications 11, no. 1 (2020): 1-12.

[14] Yanyu Zhao*, Mattew B. Applegate*, Raeef Istfan, Ashvin Pande, and Darren Roblyer. "Quantitative real-time pulse oximetry with ultrafast frequency-domain diffuse optics and deep neural network processing", Biomedical Optics Express 9, no. 12 (2018): 5997-6008.

[15] Yanyu Zhao, Yue Deng, Feng Bao, Hannah Peterson, Raeef Istfan, and Darren Roblyer. "Deep learning model for ultrafast multifrequency optical property extractions for spatial frequency domain imaging", Optics Letters 43, no. 22 (2018): 5669-5672.

[16] Feng Bao, Yue Deng, Mulong Du, Zhiquan Ren, Qingzhao Zhang, Yanyu Zhao, Jinli Suo, Zhengdong Zhang, Meilin Wang, and Qionghai Dai. "Probabilistic natural mapping of gene-level tests for genome-wide association studies", Briefings in Bioinformatics 19, no. 4 (2018): 545-553.

[17] Feng Bao, Yue Deng, Yanyu Zhao, Jinli Suo, and Qionghai Dai. "Bosco: Boosting corrections for genome-wide association studies with imbalanced samples", IEEE Transactions on Nanobioscience 16, no. 1 (2017): 69-77.

[18] Syeda Tabassum, Yanyu Zhao, Raeef Istfan, Junjie Wu, David J. Waxman, and Darren Roblyer. "Feasibility of spatial frequency domain imaging (SFDI) for optically characterizing a preclinical oncology model", Biomedical Optics Express 7, no. 10 (2016): 4154-4170.

[19] Yanyu Zhao, Syeda Tabassum, Shaheer Piracha, Mohan Sobhana Nandhu, Mariano Viapiano, and Darren Roblyer. "Angle correction for small animal tumor imaging with spatial frequency domain imaging (SFDI)", Biomedical Optics Express 7, no. 6 (2016): 2373-2384.

[20] Yue Deng, Yanyu Zhao, Zhiquan Ren, Youyong Kong, Feng Bao, and Qionghai Dai. "Discriminant kernel assignment for image coding", IEEE Transactions on Cybernetics 47, no. 6 (2016): 1434-1445.

[21] Phuong Diep, Sanjana Pannem, Jordan Sweer, Justine Lo, Michael Snyder, Gabriella Stueber, Yanyu Zhao et al. "Three-dimensional printed optical phantoms with customized absorption and scattering properties", Biomedical Optics Express 6, no. 11 (2015): 4212-4220.

[22] Yanyu Zhao, and Darren M. Roblyer. "Spatial mapping of fluorophore quantum yield in diffusive media", Journal of Biomedical Optics 20, no. 8 (2015): 086013.

[23] Yue Deng, Yanyu Zhao, Yebin Liu, and Qionghai Dai. "Differences help recognition: a probabilistic interpretation", PloS One 8, no. 6 (2013): e63385.