Yihao

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Me presenting a poster at ISBI 2017 in Washington, D.C., USA.

Yihao Liu

Ph.D. student in the Departement of Electrical and Computer Engineering

Clark Hall 204, Johns Hopkins University, 3400 N. Charles Street, Baltimore, MD 21218

Email: yliu236@jhu.edu

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Biography

I am currently a first year Ph.D. student from the Department of Electrical and Computer Engineering at the Johns Hopkins University.

Starting from Summer 2017, I work in the Image Analysis and Communications Lab (IACL) and my advisor is Jerry Prince.

Research Interests

• Retinal layer segmentation in Optical Coherence Tomography (OCT).

• Image processing in Optical Coherence Tomography Angiography (OCT-A)

Education

• Master of Science in Engineering, Electrical and Computer Engineering, Johns Hopkins University, MD, US, May 2018
• Bachelor of Engineering, Electrical Engineering, Zhejiang University, Zhejiang, China, July 2016

Publications

• He, Y., Carass, A., Liu, Y., Jedynak, B.M., Solomon, S.D., Saidha, S., Calabresi, P.A. and Prince, J.L., 2019, October. Fully Convolutional Boundary Regression for Retina OCT Segmentation. In International Conference on Medical Image Computing and Computer-Assisted Intervention (pp. 120-128). Springer, Cham.

• He, Y., Carass, A., Liu, Y., Jedynak, B.M., Solomon, S.D., Saidha, S., Calabresi, P.A. and Prince, J.L., 2019. Deep learning based topology guaranteed surface and MME segmentation of multiple sclerosis subjects from retinal OCT. Biomedical optics express, 10(10), pp.5042-5058.

• Liu, Y., Carass, A., He, Y., Antony, B.J., Filippatou, A., Saidha, S., Solomon, S.D., Calabresi, P.A. and Prince, J.L., 2019. Layer boundary evolution method for macular OCT layer segmentation. Biomedical optics express, 10(3), pp.1064-1080.

• Liu, Y., Carass, A., Filippatou, A., He, Y., Solomon, S.D., Saidha, S., Calabresi, P.A. and Prince, J.L., 2019, April. Projection Artifact Suppression For Inner Retina In Oct Angiography. In 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (pp. 592-596). IEEE.

• Liu, Y., Carass, A., Solomon, S.D., Saidha, S., Calabresi, P.A. and Prince, J.L., 2018, April. Multi-layer fast level set segmentation for macular OCT. In Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on (pp. 1445-1448). IEEE.

• Liu, Y., Gao, H., Zhuge, J. and Zhao, W., Crystal Instruments Corp, 2018. Vibration image acquisition and processing. U.S. Patent 9,922,428.

• Liu, Y., Gao H., Zhuge J., Zhao J. (2017) Research of Under-Sampling Technique for Digital Image Correlation in Vibration Measurement. In: Harvie J., Baqersad J. (eds) Shock & Vibration, Aircraft/Aerospace, Energy Harvesting, Acoustics & Optics, Volume 9. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham.