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Yi Yin

Yi Yin

Research groups

Yi Yin

Postdoctoral Research Associate

BEng MSc DPhil

I am an image processing scientist focusing on the medical image analysis. My responsibility is to develop automated deep learning method and software for placental and vascular image segmentation and quantification based on 3D ultrasound scans.

Research interests and selected publications

Medical image analysis, Deep learning, Signal processing, Computer-aided diagnosis, Ultrasound, MRI

1) Ultrasound tool for pregnancy screening

Yi Yin et al., Standardization of blood flow measurements by automated vascular analysis from power Doppler ultrasound scan, Proc SPIE Medical Imaging 2020. [PDF]

2) Medical image analysis for cancer diagonosis

Yi Yin et al., Diffusion-weighted MRI-guided needle biopsies permit quantitative tumor heterogeneity assessment and cell load estimation, arXiv 2021, arXiv:2103.00714 [PDF]

3) Statistical blood vessel segmentaiton

Yi Yin et al., Retinal Vessel Segmentation Using a Probabilistic Tracking Method, Pattern Recognition 2012. [PDF]

Key publications

Recent publications

More publications