Education

Data Science, TBSI, Tsinghua University

PhD Candidate • 2017 — Now

Department of Automation, Tsinghua University

B.E. • 2013 — 2017

Projects

• Dec 2017 — Nov 2019

Our work VasNet has been published in Nature Machine Intelligence. VasNet is a vasculature-aware unsupervised learning algorithm that augments pathovascular recognition from small sets of unlabelled fluorescence and digital subtraction angiography images. VasNet delivers the outputs ‘Structure + X’, where X refers to multi-dimensional features such as blood flows, the distinguishment of blood dilation and its suspicious counterparts, and the dependence of new pattern emergence on disease progression.

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